--- _id: '6747' abstract: - lang: eng text: "We establish connections between the problem of learning a two-layer neural network and tensor decomposition. We consider a model with feature vectors x∈ℝd, r hidden units with weights {wi}1≤i≤r and output y∈ℝ, i.e., y=∑ri=1σ(w\U0001D5B3ix), with activation functions given by low-degree polynomials. In particular, if σ(x)=a0+a1x+a3x3, we prove that no polynomial-time learning algorithm can outperform the trivial predictor that assigns to each example the response variable \U0001D53C(y), when d3/2≪r≪d2. Our conclusion holds for a `natural data distribution', namely standard Gaussian feature vectors x, and output distributed according to a two-layer neural network with random isotropic weights, and under a certain complexity-theoretic assumption on tensor decomposition. Roughly speaking, we assume that no polynomial-time algorithm can substantially outperform current methods for tensor decomposition based on the sum-of-squares hierarchy. We also prove generalizations of this statement for higher degree polynomial activations, and non-random weight vectors. Remarkably, several existing algorithms for learning two-layer networks with rigorous guarantees are based on tensor decomposition. Our results support the idea that this is indeed the core computational difficulty in learning such networks, under the stated generative model for the data. As a side result, we show that under this model learning the network requires accurate learning of its weights, a property that does not hold in a more general setting. " article_processing_charge: No author: - first_name: Marco full_name: Mondelli, Marco id: 27EB676C-8706-11E9-9510-7717E6697425 last_name: Mondelli orcid: 0000-0002-3242-7020 - first_name: Andrea full_name: Montanari, Andrea last_name: Montanari citation: ama: 'Mondelli M, Montanari A. On the connection between learning two-layers neural networks and tensor  decomposition. In: Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics. Vol 89. Proceedings of Machine Learning Research; 2019:1051-1060.' apa: 'Mondelli, M., & Montanari, A. (2019). On the connection between learning two-layers neural networks and tensor  decomposition. In Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (Vol. 89, pp. 1051–1060). Naha, Okinawa, Japan: Proceedings of Machine Learning Research.' chicago: Mondelli, Marco, and Andrea Montanari. “On the Connection between Learning Two-Layers Neural Networks and Tensor  Decomposition.” In Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 89:1051–60. Proceedings of Machine Learning Research, 2019. ieee: M. Mondelli and A. Montanari, “On the connection between learning two-layers neural networks and tensor  decomposition,” in Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, Naha, Okinawa, Japan, 2019, vol. 89, pp. 1051–1060. ista: 'Mondelli M, Montanari A. 2019. On the connection between learning two-layers neural networks and tensor  decomposition. Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics. AISTATS: Artificial Intelligence and Statistics vol. 89, 1051–1060.' mla: Mondelli, Marco, and Andrea Montanari. “On the Connection between Learning Two-Layers Neural Networks and Tensor  Decomposition.” Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, vol. 89, Proceedings of Machine Learning Research, 2019, pp. 1051–60. short: M. Mondelli, A. Montanari, in:, Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, Proceedings of Machine Learning Research, 2019, pp. 1051–1060. conference: end_date: 2019-04-18 location: Naha, Okinawa, Japan name: 'AISTATS: Artificial Intelligence and Statistics' start_date: 2019-04-16 date_created: 2019-07-31T09:31:26Z date_published: 2019-04-01T00:00:00Z date_updated: 2021-01-12T08:08:49Z day: '01' extern: '1' external_id: arxiv: - '1802.07301' intvolume: ' 89' language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/abs/1802.07301 month: '04' oa: 1 oa_version: Preprint page: 1051-1060 publication: Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics publication_status: published publisher: Proceedings of Machine Learning Research quality_controlled: '1' status: public title: On the connection between learning two-layers neural networks and tensor decomposition type: conference user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 89 year: '2019' ... --- _id: '6750' abstract: - lang: eng text: 'Polar codes have gained extensive attention during the past few years and recently they have been selected for the next generation of wireless communications standards (5G). Successive-cancellation-based (SC-based) decoders, such as SC list (SCL) and SC flip (SCF), provide a reasonable error performance for polar codes at the cost of low decoding speed. Fast SC-based decoders, such as Fast-SSC, Fast-SSCL, and Fast-SSCF, identify the special constituent codes in a polar code graph off-line, produce a list of operations, store the list in memory, and feed the list to the decoder to decode the constituent codes in order efficiently, thus increasing the decoding speed. However, the list of operations is dependent on the code rate and as the rate changes, a new list is produced, making fast SC-based decoders not rate-flexible. In this paper, we propose a completely rate-flexible fast SC-based decoder by creating the list of operations directly in hardware, with low implementation complexity. We further propose a hardware architecture implementing the proposed method and show that the area occupation of the rate-flexible fast SC-based decoder in this paper is only 38% of the total area of the memory-based base-line decoder when 5G code rates are supported. ' article_number: '8854897' article_processing_charge: No article_type: original author: - first_name: Seyyed Ali full_name: Hashemi, Seyyed Ali last_name: Hashemi - first_name: Carlo full_name: Condo, Carlo last_name: Condo - first_name: Marco full_name: Mondelli, Marco id: 27EB676C-8706-11E9-9510-7717E6697425 last_name: Mondelli orcid: 0000-0002-3242-7020 - first_name: Warren J full_name: Gross, Warren J last_name: Gross citation: ama: Hashemi SA, Condo C, Mondelli M, Gross WJ. Rate-flexible fast polar decoders. IEEE Transactions on Signal Processing. 2019;67(22). doi:10.1109/TSP.2019.2944738 apa: Hashemi, S. A., Condo, C., Mondelli, M., & Gross, W. J. (2019). Rate-flexible fast polar decoders. IEEE Transactions on Signal Processing. IEEE. https://doi.org/10.1109/TSP.2019.2944738 chicago: Hashemi, Seyyed Ali, Carlo Condo, Marco Mondelli, and Warren J Gross. “Rate-Flexible Fast Polar Decoders.” IEEE Transactions on Signal Processing. IEEE, 2019. https://doi.org/10.1109/TSP.2019.2944738. ieee: S. A. Hashemi, C. Condo, M. Mondelli, and W. J. Gross, “Rate-flexible fast polar decoders,” IEEE Transactions on Signal Processing, vol. 67, no. 22. IEEE, 2019. ista: Hashemi SA, Condo C, Mondelli M, Gross WJ. 2019. Rate-flexible fast polar decoders. IEEE Transactions on Signal Processing. 67(22), 8854897. mla: Hashemi, Seyyed Ali, et al. “Rate-Flexible Fast Polar Decoders.” IEEE Transactions on Signal Processing, vol. 67, no. 22, 8854897, IEEE, 2019, doi:10.1109/TSP.2019.2944738. short: S.A. Hashemi, C. Condo, M. Mondelli, W.J. Gross, IEEE Transactions on Signal Processing 67 (2019). date_created: 2019-07-31T09:51:14Z date_published: 2019-11-15T00:00:00Z date_updated: 2021-01-12T08:08:51Z day: '15' department: - _id: MaMo doi: 10.1109/TSP.2019.2944738 external_id: arxiv: - '1903.09203' intvolume: ' 67' issue: '22' language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/abs/1903.09203 month: '11' oa: 1 oa_version: Preprint publication: IEEE Transactions on Signal Processing publication_identifier: issn: - 1053587X publication_status: published publisher: IEEE quality_controlled: '1' scopus_import: 1 status: public title: Rate-flexible fast polar decoders type: journal_article user_id: D865714E-FA4E-11E9-B85B-F5C5E5697425 volume: 67 year: '2019' ... --- _id: '6759' abstract: - lang: eng text: "We consider the graph class Grounded-L corresponding to graphs that admit an intersection representation by L-shaped curves, where additionally the topmost points of each curve are assumed to belong to a common horizontal line. We prove that Grounded-L graphs admit an equivalent characterisation in terms of vertex ordering with forbidden patterns. \r\nWe also compare this class to related intersection classes, such as the grounded segment graphs, the monotone L-graphs (a.k.a. max point-tolerance graphs), or the outer-1-string graphs. We give constructions showing that these classes are all distinct and satisfy only trivial or previously known inclusions." article_number: P3.17 article_processing_charge: No article_type: original author: - first_name: Vít full_name: Jelínek, Vít last_name: Jelínek - first_name: Martin full_name: Töpfer, Martin id: 4B865388-F248-11E8-B48F-1D18A9856A87 last_name: Töpfer citation: ama: Jelínek V, Töpfer M. On grounded L-graphs and their relatives. Electronic Journal of Combinatorics. 2019;26(3). doi:10.37236/8096 apa: Jelínek, V., & Töpfer, M. (2019). On grounded L-graphs and their relatives. Electronic Journal of Combinatorics. Electronic Journal of Combinatorics. https://doi.org/10.37236/8096 chicago: Jelínek, Vít, and Martin Töpfer. “On Grounded L-Graphs and Their Relatives.” Electronic Journal of Combinatorics. Electronic Journal of Combinatorics, 2019. https://doi.org/10.37236/8096. ieee: V. Jelínek and M. Töpfer, “On grounded L-graphs and their relatives,” Electronic Journal of Combinatorics, vol. 26, no. 3. Electronic Journal of Combinatorics, 2019. ista: Jelínek V, Töpfer M. 2019. On grounded L-graphs and their relatives. Electronic Journal of Combinatorics. 26(3), P3.17. mla: Jelínek, Vít, and Martin Töpfer. “On Grounded L-Graphs and Their Relatives.” Electronic Journal of Combinatorics, vol. 26, no. 3, P3.17, Electronic Journal of Combinatorics, 2019, doi:10.37236/8096. short: V. Jelínek, M. Töpfer, Electronic Journal of Combinatorics 26 (2019). date_created: 2019-08-04T21:59:20Z date_published: 2019-07-19T00:00:00Z date_updated: 2022-03-18T12:32:02Z day: '19' ddc: - '510' department: - _id: DaAl doi: 10.37236/8096 ec_funded: 1 external_id: arxiv: - '1808.04148' file: - access_level: open_access checksum: 20fc366fc6683ef0b074a019b73a663a content_type: application/pdf creator: dernst date_created: 2019-08-05T06:46:55Z date_updated: 2020-07-14T12:47:39Z file_id: '6764' file_name: 2019_eJourCombinatorics_Jelinek.pdf file_size: 533697 relation: main_file file_date_updated: 2020-07-14T12:47:39Z has_accepted_license: '1' intvolume: ' 26' issue: '3' language: - iso: eng month: '07' oa: 1 oa_version: Published Version project: - _id: 2564DBCA-B435-11E9-9278-68D0E5697425 call_identifier: H2020 grant_number: '665385' name: International IST Doctoral Program publication: Electronic Journal of Combinatorics publication_identifier: eissn: - '10778926' publication_status: published publisher: Electronic Journal of Combinatorics quality_controlled: '1' scopus_import: '1' status: public title: On grounded L-graphs and their relatives tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 26 year: '2019' ... --- _id: '6822' abstract: - lang: eng text: "In two-player games on graphs, the players move a token through a graph to produce an infinite path, which determines the qualitative winner or quantitative payoff of the game. In bidding games, in each turn, we hold an auction between the two players to determine which player moves the token. Bidding games have largely been studied with concrete bidding mechanisms that are variants of a first-price auction: in each turn both players simultaneously submit bids, the higher\r\nbidder moves the token, and pays his bid to the lower bidder in Richman bidding, to the bank in poorman bidding, and in taxman bidding, the bid is split between the other player and the bank according to a predefined constant factor. Bidding games are deterministic games. They have an intriguing connection with a fragment of stochastic games called \r\n randomturn games. We study, for the first time, a combination of bidding games with probabilistic behavior; namely, we study bidding games that are played on Markov decision processes, where the players bid for the right to choose the next action, which determines the probability distribution according to which the next vertex is chosen. We study parity and meanpayoff bidding games on MDPs and extend results from the deterministic bidding setting to the probabilistic one." alternative_title: - LNCS author: - first_name: Guy full_name: Avni, Guy id: 463C8BC2-F248-11E8-B48F-1D18A9856A87 last_name: Avni orcid: 0000-0001-5588-8287 - first_name: Thomas A full_name: Henzinger, Thomas A id: 40876CD8-F248-11E8-B48F-1D18A9856A87 last_name: Henzinger orcid: 0000−0002−2985−7724 - first_name: Rasmus full_name: Ibsen-Jensen, Rasmus id: 3B699956-F248-11E8-B48F-1D18A9856A87 last_name: Ibsen-Jensen orcid: 0000-0003-4783-0389 - first_name: Petr full_name: Novotny, Petr last_name: Novotny citation: ama: 'Avni G, Henzinger TA, Ibsen-Jensen R, Novotny P. Bidding games on Markov decision processes. In: Proceedings of the 13th International Conference of Reachability Problems. Vol 11674. Springer; 2019:1-12. doi:10.1007/978-3-030-30806-3_1' apa: 'Avni, G., Henzinger, T. A., Ibsen-Jensen, R., & Novotny, P. (2019). Bidding games on Markov decision processes. In Proceedings of the 13th International Conference of Reachability Problems (Vol. 11674, pp. 1–12). Brussels, Belgium: Springer. https://doi.org/10.1007/978-3-030-30806-3_1' chicago: Avni, Guy, Thomas A Henzinger, Rasmus Ibsen-Jensen, and Petr Novotny. “Bidding Games on Markov Decision Processes.” In Proceedings of the 13th International Conference of Reachability Problems, 11674:1–12. Springer, 2019. https://doi.org/10.1007/978-3-030-30806-3_1. ieee: G. Avni, T. A. Henzinger, R. Ibsen-Jensen, and P. Novotny, “Bidding games on Markov decision processes,” in Proceedings of the 13th International Conference of Reachability Problems, Brussels, Belgium, 2019, vol. 11674, pp. 1–12. ista: 'Avni G, Henzinger TA, Ibsen-Jensen R, Novotny P. 2019. Bidding games on Markov decision processes. Proceedings of the 13th International Conference of Reachability Problems. RP: Reachability Problems, LNCS, vol. 11674, 1–12.' mla: Avni, Guy, et al. “Bidding Games on Markov Decision Processes.” Proceedings of the 13th International Conference of Reachability Problems, vol. 11674, Springer, 2019, pp. 1–12, doi:10.1007/978-3-030-30806-3_1. short: G. Avni, T.A. Henzinger, R. Ibsen-Jensen, P. Novotny, in:, Proceedings of the 13th International Conference of Reachability Problems, Springer, 2019, pp. 1–12. conference: end_date: 2019-09-13 location: Brussels, Belgium name: 'RP: Reachability Problems' start_date: 2019-09-11 date_created: 2019-08-19T07:58:10Z date_published: 2019-09-06T00:00:00Z date_updated: 2021-01-12T08:09:12Z day: '06' ddc: - '000' department: - _id: ToHe doi: 10.1007/978-3-030-30806-3_1 file: - access_level: open_access checksum: 45ebbc709af2b247d28c7c293c01504b content_type: application/pdf creator: gavni date_created: 2019-08-19T07:56:40Z date_updated: 2020-07-14T12:47:41Z file_id: '6823' file_name: prob.pdf file_size: 436635 relation: main_file file_date_updated: 2020-07-14T12:47:41Z has_accepted_license: '1' intvolume: ' 11674' language: - iso: eng month: '09' oa: 1 oa_version: Submitted Version page: 1-12 project: - _id: 264B3912-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: M02369 name: Formal Methods meets Algorithmic Game Theory - _id: 25F2ACDE-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: S11402-N23 name: Rigorous Systems Engineering - _id: 25F42A32-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: Z211 name: The Wittgenstein Prize publication: ' Proceedings of the 13th International Conference of Reachability Problems' publication_identifier: isbn: - 978-303030805-6 issn: - 0302-9743 publication_status: published publisher: Springer quality_controlled: '1' scopus_import: 1 status: public title: Bidding games on Markov decision processes type: conference user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 11674 year: '2019' ... --- _id: '6887' abstract: - lang: eng text: 'The fundamental model-checking problem, given as input a model and a specification, asks for the algorithmic verification of whether the model satisfies the specification. Two classical models for reactive systems are graphs and Markov decision processes (MDPs). A basic specification formalism in the verification of reactive systems is the strong fairness (aka Streett) objective, where given different types of requests and corresponding grants, the requirement is that for each type, if the request event happens infinitely often, then the corresponding grant event must also happen infinitely often. All omega-regular objectives can be expressed as Streett objectives and hence they are canonical in verification. Consider graphs/MDPs with n vertices, m edges, and a Streett objectives with k pairs, and let b denote the size of the description of the Streett objective for the sets of requests and grants. The current best-known algorithm for the problem requires time O(min(n^2, m sqrt{m log n}) + b log n). In this work we present randomized near-linear time algorithms, with expected running time O~(m + b), where the O~ notation hides poly-log factors. Our randomized algorithms are near-linear in the size of the input, and hence optimal up to poly-log factors. ' alternative_title: - LIPIcs article_number: '7' article_processing_charge: No author: - first_name: Krishnendu full_name: Chatterjee, Krishnendu id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87 last_name: Chatterjee orcid: 0000-0002-4561-241X - first_name: Wolfgang full_name: Dvorák, Wolfgang last_name: Dvorák - first_name: Monika H full_name: Henzinger, Monika H id: 540c9bbd-f2de-11ec-812d-d04a5be85630 last_name: Henzinger orcid: 0000-0002-5008-6530 - first_name: Alexander full_name: Svozil, Alexander last_name: Svozil citation: ama: 'Chatterjee K, Dvorák W, Henzinger MH, Svozil A. Near-linear time algorithms for Streett objectives in graphs and MDPs. In: Leibniz International Proceedings in Informatics. Vol 140. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2019. doi:10.4230/LIPICS.CONCUR.2019.7' apa: 'Chatterjee, K., Dvorák, W., Henzinger, M. H., & Svozil, A. (2019). Near-linear time algorithms for Streett objectives in graphs and MDPs. In Leibniz International Proceedings in Informatics (Vol. 140). Amsterdam, Netherlands: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPICS.CONCUR.2019.7' chicago: Chatterjee, Krishnendu, Wolfgang Dvorák, Monika H Henzinger, and Alexander Svozil. “Near-Linear Time Algorithms for Streett Objectives in Graphs and MDPs.” In Leibniz International Proceedings in Informatics, Vol. 140. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019. https://doi.org/10.4230/LIPICS.CONCUR.2019.7. ieee: K. Chatterjee, W. Dvorák, M. H. Henzinger, and A. Svozil, “Near-linear time algorithms for Streett objectives in graphs and MDPs,” in Leibniz International Proceedings in Informatics, Amsterdam, Netherlands, 2019, vol. 140. ista: 'Chatterjee K, Dvorák W, Henzinger MH, Svozil A. 2019. Near-linear time algorithms for Streett objectives in graphs and MDPs. Leibniz International Proceedings in Informatics. CONCUR: International Conference on Concurrency Theory, LIPIcs, vol. 140, 7.' mla: Chatterjee, Krishnendu, et al. “Near-Linear Time Algorithms for Streett Objectives in Graphs and MDPs.” Leibniz International Proceedings in Informatics, vol. 140, 7, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019, doi:10.4230/LIPICS.CONCUR.2019.7. short: K. Chatterjee, W. Dvorák, M.H. Henzinger, A. Svozil, in:, Leibniz International Proceedings in Informatics, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019. conference: end_date: 2019-08-30 location: Amsterdam, Netherlands name: 'CONCUR: International Conference on Concurrency Theory' start_date: 2019-08-27 date_created: 2019-09-18T08:07:58Z date_published: 2019-08-01T00:00:00Z date_updated: 2022-08-12T10:54:34Z day: '01' ddc: - '000' department: - _id: KrCh doi: 10.4230/LIPICS.CONCUR.2019.7 ec_funded: 1 file: - access_level: open_access checksum: e1f0e4061212454574f34a1368d018ec content_type: application/pdf creator: kschuh date_created: 2019-10-01T08:20:30Z date_updated: 2020-07-14T12:47:43Z file_id: '6922' file_name: 2019_LIPIcs_Chatterjee.pdf file_size: 730112 relation: main_file file_date_updated: 2020-07-14T12:47:43Z has_accepted_license: '1' intvolume: ' 140' language: - iso: eng month: '08' oa: 1 oa_version: Published Version project: - _id: 25863FF4-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: S11407 name: Game Theory - _id: 2581B60A-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '279307' name: 'Quantitative Graph Games: Theory and Applications' publication: Leibniz International Proceedings in Informatics publication_status: published publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik quality_controlled: '1' scopus_import: '1' status: public title: Near-linear time algorithms for Streett objectives in graphs and MDPs tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: conference user_id: 6785fbc1-c503-11eb-8a32-93094b40e1cf volume: 140 year: '2019' ... --- _id: '6888' abstract: - lang: eng text: In this paper, we design novel liquid time-constant recurrent neural networks for robotic control, inspired by the brain of the nematode, C. elegans. In the worm's nervous system, neurons communicate through nonlinear time-varying synaptic links established amongst them by their particular wiring structure. This property enables neurons to express liquid time-constants dynamics and therefore allows the network to originate complex behaviors with a small number of neurons. We identify neuron-pair communication motifs as design operators and use them to configure compact neuronal network structures to govern sequential robotic tasks. The networks are systematically designed to map the environmental observations to motor actions, by their hierarchical topology from sensory neurons, through recurrently-wired interneurons, to motor neurons. The networks are then parametrized in a supervised-learning scheme by a search-based algorithm. We demonstrate that obtained networks realize interpretable dynamics. We evaluate their performance in controlling mobile and arm robots, and compare their attributes to other artificial neural network-based control agents. Finally, we experimentally show their superior resilience to environmental noise, compared to the existing machine learning-based methods. alternative_title: - ICRA article_number: '8793840' article_processing_charge: No author: - first_name: Mathias full_name: Lechner, Mathias id: 3DC22916-F248-11E8-B48F-1D18A9856A87 last_name: Lechner - first_name: Ramin full_name: Hasani, Ramin last_name: Hasani - first_name: Manuel full_name: Zimmer, Manuel last_name: Zimmer - first_name: Thomas A full_name: Henzinger, Thomas A id: 40876CD8-F248-11E8-B48F-1D18A9856A87 last_name: Henzinger orcid: 0000−0002−2985−7724 - first_name: Radu full_name: Grosu, Radu last_name: Grosu citation: ama: 'Lechner M, Hasani R, Zimmer M, Henzinger TA, Grosu R. Designing worm-inspired neural networks for interpretable robotic control. In: Proceedings - IEEE International Conference on Robotics and Automation. Vol 2019-May. IEEE; 2019. doi:10.1109/icra.2019.8793840' apa: 'Lechner, M., Hasani, R., Zimmer, M., Henzinger, T. A., & Grosu, R. (2019). Designing worm-inspired neural networks for interpretable robotic control. In Proceedings - IEEE International Conference on Robotics and Automation (Vol. 2019–May). Montreal, QC, Canada: IEEE. https://doi.org/10.1109/icra.2019.8793840' chicago: Lechner, Mathias, Ramin Hasani, Manuel Zimmer, Thomas A Henzinger, and Radu Grosu. “Designing Worm-Inspired Neural Networks for Interpretable Robotic Control.” In Proceedings - IEEE International Conference on Robotics and Automation, Vol. 2019–May. IEEE, 2019. https://doi.org/10.1109/icra.2019.8793840. ieee: M. Lechner, R. Hasani, M. Zimmer, T. A. Henzinger, and R. Grosu, “Designing worm-inspired neural networks for interpretable robotic control,” in Proceedings - IEEE International Conference on Robotics and Automation, Montreal, QC, Canada, 2019, vol. 2019–May. ista: 'Lechner M, Hasani R, Zimmer M, Henzinger TA, Grosu R. 2019. Designing worm-inspired neural networks for interpretable robotic control. Proceedings - IEEE International Conference on Robotics and Automation. ICRA: International Conference on Robotics and Automation, ICRA, vol. 2019–May, 8793840.' mla: Lechner, Mathias, et al. “Designing Worm-Inspired Neural Networks for Interpretable Robotic Control.” Proceedings - IEEE International Conference on Robotics and Automation, vol. 2019–May, 8793840, IEEE, 2019, doi:10.1109/icra.2019.8793840. short: M. Lechner, R. Hasani, M. Zimmer, T.A. Henzinger, R. Grosu, in:, Proceedings - IEEE International Conference on Robotics and Automation, IEEE, 2019. conference: end_date: 2019-05-24 location: Montreal, QC, Canada name: 'ICRA: International Conference on Robotics and Automation' start_date: 2019-05-20 date_created: 2019-09-18T08:09:51Z date_published: 2019-05-01T00:00:00Z date_updated: 2021-01-12T08:09:28Z day: '01' ddc: - '000' department: - _id: ToHe doi: 10.1109/icra.2019.8793840 file: - access_level: open_access checksum: f5545a6b60c3ffd01feb3613f81d03b6 content_type: application/pdf creator: dernst date_created: 2020-10-08T17:30:38Z date_updated: 2020-10-08T17:30:38Z file_id: '8636' file_name: 2019_ICRA_Lechner.pdf file_size: 3265107 relation: main_file success: 1 file_date_updated: 2020-10-08T17:30:38Z has_accepted_license: '1' language: - iso: eng month: '05' oa: 1 oa_version: Submitted Version project: - _id: 25F42A32-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: Z211 name: The Wittgenstein Prize publication: Proceedings - IEEE International Conference on Robotics and Automation publication_identifier: isbn: - '9781538660270' publication_status: published publisher: IEEE quality_controlled: '1' scopus_import: '1' status: public title: Designing worm-inspired neural networks for interpretable robotic control type: conference user_id: D865714E-FA4E-11E9-B85B-F5C5E5697425 volume: 2019-May year: '2019' ... --- _id: '6886' abstract: - lang: eng text: 'In two-player games on graphs, the players move a token through a graph to produce an infinite path, which determines the winner of the game. Such games are central in formal methods since they model the interaction between a non-terminating system and its environment. In bidding games the players bid for the right to move the token: in each round, the players simultaneously submit bids, and the higher bidder moves the token and pays the other player. Bidding games are known to have a clean and elegant mathematical structure that relies on the ability of the players to submit arbitrarily small bids. Many applications, however, require a fixed granularity for the bids, which can represent, for example, the monetary value expressed in cents. We study, for the first time, the combination of discrete-bidding and infinite-duration games. Our most important result proves that these games form a large determined subclass of concurrent games, where determinacy is the strong property that there always exists exactly one player who can guarantee winning the game. In particular, we show that, in contrast to non-discrete bidding games, the mechanism with which tied bids are resolved plays an important role in discrete-bidding games. We study several natural tie-breaking mechanisms and show that, while some do not admit determinacy, most natural mechanisms imply determinacy for every pair of initial budgets. ' alternative_title: - LIPIcs article_number: '20' article_processing_charge: No author: - first_name: Milad full_name: Aghajohari, Milad last_name: Aghajohari - first_name: Guy full_name: Avni, Guy id: 463C8BC2-F248-11E8-B48F-1D18A9856A87 last_name: Avni orcid: 0000-0001-5588-8287 - first_name: Thomas A full_name: Henzinger, Thomas A id: 40876CD8-F248-11E8-B48F-1D18A9856A87 last_name: Henzinger orcid: 0000−0002−2985−7724 citation: ama: 'Aghajohari M, Avni G, Henzinger TA. Determinacy in discrete-bidding infinite-duration games. In: Vol 140. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2019. doi:10.4230/LIPICS.CONCUR.2019.20' apa: 'Aghajohari, M., Avni, G., & Henzinger, T. A. (2019). Determinacy in discrete-bidding infinite-duration games (Vol. 140). Presented at the CONCUR: International Conference on Concurrency Theory, Amsterdam, Netherlands: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPICS.CONCUR.2019.20' chicago: Aghajohari, Milad, Guy Avni, and Thomas A Henzinger. “Determinacy in Discrete-Bidding Infinite-Duration Games,” Vol. 140. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019. https://doi.org/10.4230/LIPICS.CONCUR.2019.20. ieee: 'M. Aghajohari, G. Avni, and T. A. Henzinger, “Determinacy in discrete-bidding infinite-duration games,” presented at the CONCUR: International Conference on Concurrency Theory, Amsterdam, Netherlands, 2019, vol. 140.' ista: 'Aghajohari M, Avni G, Henzinger TA. 2019. Determinacy in discrete-bidding infinite-duration games. CONCUR: International Conference on Concurrency Theory, LIPIcs, vol. 140, 20.' mla: Aghajohari, Milad, et al. Determinacy in Discrete-Bidding Infinite-Duration Games. Vol. 140, 20, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019, doi:10.4230/LIPICS.CONCUR.2019.20. short: M. Aghajohari, G. Avni, T.A. Henzinger, in:, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019. conference: end_date: 2019-08-30 location: Amsterdam, Netherlands name: 'CONCUR: International Conference on Concurrency Theory' start_date: 2019-08-27 date_created: 2019-09-18T08:06:58Z date_published: 2019-08-01T00:00:00Z date_updated: 2022-01-26T08:27:10Z day: '01' ddc: - '000' department: - _id: ToHe doi: 10.4230/LIPICS.CONCUR.2019.20 external_id: arxiv: - '1905.03588' file: - access_level: open_access checksum: 4df6d3575c506edb17215adada03cc8e content_type: application/pdf creator: kschuh date_created: 2019-09-27T12:21:38Z date_updated: 2020-07-14T12:47:43Z file_id: '6915' file_name: 2019_LIPIcs_Aghajohari.pdf file_size: 741425 relation: main_file file_date_updated: 2020-07-14T12:47:43Z has_accepted_license: '1' intvolume: ' 140' language: - iso: eng month: '08' oa: 1 oa_version: Published Version project: - _id: 25F2ACDE-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: S11402-N23 name: Rigorous Systems Engineering - _id: 264B3912-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: M02369 name: Formal Methods meets Algorithmic Game Theory publication_status: published publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik quality_controlled: '1' scopus_import: '1' status: public title: Determinacy in discrete-bidding infinite-duration games tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/3.0/legalcode name: Creative Commons Attribution 3.0 Unported (CC BY 3.0) short: CC BY (3.0) type: conference user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9 volume: 140 year: '2019' ... --- _id: '6885' abstract: - lang: eng text: 'A vector addition system with states (VASS) consists of a finite set of states and counters. A configuration is a state and a value for each counter; a transition changes the state and each counter is incremented, decremented, or left unchanged. While qualitative properties such as state and configuration reachability have been studied for VASS, we consider the long-run average cost of infinite computations of VASS. The cost of a configuration is for each state, a linear combination of the counter values. In the special case of uniform cost functions, the linear combination is the same for all states. The (regular) long-run emptiness problem is, given a VASS, a cost function, and a threshold value, if there is a (lasso-shaped) computation such that the long-run average value of the cost function does not exceed the threshold. For uniform cost functions, we show that the regular long-run emptiness problem is (a) decidable in polynomial time for integer-valued VASS, and (b) decidable but nonelementarily hard for natural-valued VASS (i.e., nonnegative counters). For general cost functions, we show that the problem is (c) NP-complete for integer-valued VASS, and (d) undecidable for natural-valued VASS. Our most interesting result is for (c) integer-valued VASS with general cost functions, where we establish a connection between the regular long-run emptiness problem and quadratic Diophantine inequalities. The general (nonregular) long-run emptiness problem is equally hard as the regular problem in all cases except (c), where it remains open. ' alternative_title: - LIPIcs article_number: '27' author: - first_name: Krishnendu full_name: Chatterjee, Krishnendu id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87 last_name: Chatterjee orcid: 0000-0002-4561-241X - first_name: Thomas A full_name: Henzinger, Thomas A id: 40876CD8-F248-11E8-B48F-1D18A9856A87 last_name: Henzinger orcid: 0000−0002−2985−7724 - first_name: Jan full_name: Otop, Jan last_name: Otop citation: ama: 'Chatterjee K, Henzinger TA, Otop J. Long-run average behavior of vector addition systems with states. In: Vol 140. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2019. doi:10.4230/LIPICS.CONCUR.2019.27' apa: 'Chatterjee, K., Henzinger, T. A., & Otop, J. (2019). Long-run average behavior of vector addition systems with states (Vol. 140). Presented at the CONCUR: International Conference on Concurrency Theory, Amsterdam, Netherlands: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPICS.CONCUR.2019.27' chicago: Chatterjee, Krishnendu, Thomas A Henzinger, and Jan Otop. “Long-Run Average Behavior of Vector Addition Systems with States,” Vol. 140. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019. https://doi.org/10.4230/LIPICS.CONCUR.2019.27. ieee: 'K. Chatterjee, T. A. Henzinger, and J. Otop, “Long-run average behavior of vector addition systems with states,” presented at the CONCUR: International Conference on Concurrency Theory, Amsterdam, Netherlands, 2019, vol. 140.' ista: 'Chatterjee K, Henzinger TA, Otop J. 2019. Long-run average behavior of vector addition systems with states. CONCUR: International Conference on Concurrency Theory, LIPIcs, vol. 140, 27.' mla: Chatterjee, Krishnendu, et al. Long-Run Average Behavior of Vector Addition Systems with States. Vol. 140, 27, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019, doi:10.4230/LIPICS.CONCUR.2019.27. short: K. Chatterjee, T.A. Henzinger, J. Otop, in:, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019. conference: end_date: 2019-08-30 location: Amsterdam, Netherlands name: 'CONCUR: International Conference on Concurrency Theory' start_date: 2019-08-27 date_created: 2019-09-18T08:06:14Z date_published: 2019-08-01T00:00:00Z date_updated: 2021-01-12T08:09:27Z day: '01' ddc: - '000' department: - _id: ToHe - _id: KrCh doi: 10.4230/LIPICS.CONCUR.2019.27 file: - access_level: open_access checksum: 4985e26e1572d1575d64d38acabd71d6 content_type: application/pdf creator: kschuh date_created: 2019-09-27T12:09:35Z date_updated: 2020-07-14T12:47:43Z file_id: '6914' file_name: 2019_LIPIcs_Chatterjee.pdf file_size: 538120 relation: main_file file_date_updated: 2020-07-14T12:47:43Z has_accepted_license: '1' intvolume: ' 140' language: - iso: eng month: '08' oa: 1 oa_version: Published Version project: - _id: 25863FF4-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: S11407 name: Game Theory - _id: 25F2ACDE-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: S11402-N23 name: Rigorous Systems Engineering publication_status: published publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik quality_controlled: '1' scopus_import: 1 status: public title: Long-run average behavior of vector addition systems with states tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: conference user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87 volume: 140 year: '2019' ... --- _id: '6889' abstract: - lang: eng text: 'We study Markov decision processes and turn-based stochastic games with parity conditions. There are three qualitative winning criteria, namely, sure winning, which requires all paths to satisfy the condition, almost-sure winning, which requires the condition to be satisfied with probability 1, and limit-sure winning, which requires the condition to be satisfied with probability arbitrarily close to 1. We study the combination of two of these criteria for parity conditions, e.g., there are two parity conditions one of which must be won surely, and the other almost-surely. The problem has been studied recently by Berthon et al. for MDPs with combination of sure and almost-sure winning, under infinite-memory strategies, and the problem has been established to be in NP cap co-NP. Even in MDPs there is a difference between finite-memory and infinite-memory strategies. Our main results for combination of sure and almost-sure winning are as follows: (a) we show that for MDPs with finite-memory strategies the problem is in NP cap co-NP; (b) we show that for turn-based stochastic games the problem is co-NP-complete, both for finite-memory and infinite-memory strategies; and (c) we present algorithmic results for the finite-memory case, both for MDPs and turn-based stochastic games, by reduction to non-stochastic parity games. In addition we show that all the above complexity results also carry over to combination of sure and limit-sure winning, and results for all other combinations can be derived from existing results in the literature. Thus we present a complete picture for the study of combinations of two qualitative winning criteria for parity conditions in MDPs and turn-based stochastic games. ' alternative_title: - LIPIcs article_number: '6' author: - first_name: Krishnendu full_name: Chatterjee, Krishnendu id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87 last_name: Chatterjee orcid: 0000-0002-4561-241X - first_name: Nir full_name: Piterman, Nir last_name: Piterman citation: ama: 'Chatterjee K, Piterman N. Combinations of Qualitative Winning for Stochastic Parity Games. In: Vol 140. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2019. doi:10.4230/LIPICS.CONCUR.2019.6' apa: 'Chatterjee, K., & Piterman, N. (2019). Combinations of Qualitative Winning for Stochastic Parity Games (Vol. 140). Presented at the CONCUR: International Conference on Concurrency Theory, Amsterdam, Netherlands: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPICS.CONCUR.2019.6' chicago: Chatterjee, Krishnendu, and Nir Piterman. “Combinations of Qualitative Winning for Stochastic Parity Games,” Vol. 140. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019. https://doi.org/10.4230/LIPICS.CONCUR.2019.6. ieee: 'K. Chatterjee and N. Piterman, “Combinations of Qualitative Winning for Stochastic Parity Games,” presented at the CONCUR: International Conference on Concurrency Theory, Amsterdam, Netherlands, 2019, vol. 140.' ista: 'Chatterjee K, Piterman N. 2019. Combinations of Qualitative Winning for Stochastic Parity Games. CONCUR: International Conference on Concurrency Theory, LIPIcs, vol. 140, 6.' mla: Chatterjee, Krishnendu, and Nir Piterman. Combinations of Qualitative Winning for Stochastic Parity Games. Vol. 140, 6, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019, doi:10.4230/LIPICS.CONCUR.2019.6. short: K. Chatterjee, N. Piterman, in:, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019. conference: end_date: 2019-08-30 location: Amsterdam, Netherlands name: 'CONCUR: International Conference on Concurrency Theory' start_date: 2019-08-27 date_created: 2019-09-18T08:11:43Z date_published: 2019-08-01T00:00:00Z date_updated: 2021-01-12T08:09:28Z day: '01' ddc: - '000' department: - _id: KrCh doi: 10.4230/LIPICS.CONCUR.2019.6 file: - access_level: open_access checksum: 7b2ecfd4d9d02360308c0ca986fc10a7 content_type: application/pdf creator: kschuh date_created: 2019-10-01T08:49:45Z date_updated: 2020-07-14T12:47:43Z file_id: '6923' file_name: 2019_LIPIcs_Chatterjee.pdf file_size: 509163 relation: main_file file_date_updated: 2020-07-14T12:47:43Z has_accepted_license: '1' intvolume: ' 140' language: - iso: eng month: '08' oa: 1 oa_version: Published Version project: - _id: 25863FF4-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: S11407 name: Game Theory - _id: 25892FC0-B435-11E9-9278-68D0E5697425 grant_number: ICT15-003 name: Efficient Algorithms for Computer Aided Verification publication_status: published publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik quality_controlled: '1' scopus_import: 1 status: public title: Combinations of Qualitative Winning for Stochastic Parity Games tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: conference user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87 volume: 140 year: '2019' ... --- _id: '6931' abstract: - lang: eng text: "Consider a distributed system with n processors out of which f can be Byzantine faulty. In the\r\napproximate agreement task, each processor i receives an input value xi and has to decide on an\r\noutput value yi such that\r\n1. the output values are in the convex hull of the non-faulty processors’ input values,\r\n2. the output values are within distance d of each other.\r\n\r\n\r\nClassically, the values are assumed to be from an m-dimensional Euclidean space, where m ≥ 1.\r\nIn this work, we study the task in a discrete setting, where input values with some structure\r\nexpressible as a graph. Namely, the input values are vertices of a finite graph G and the goal is to\r\noutput vertices that are within distance d of each other in G, but still remain in the graph-induced\r\nconvex hull of the input values. For d = 0, the task reduces to consensus and cannot be solved with\r\na deterministic algorithm in an asynchronous system even with a single crash fault. For any d ≥ 1,\r\nwe show that the task is solvable in asynchronous systems when G is chordal and n > (ω + 1)f,\r\nwhere ω is the clique number of G. In addition, we give the first Byzantine-tolerant algorithm for a\r\nvariant of lattice agreement. For synchronous systems, we show tight resilience bounds for the exact\r\nvariants of these and related tasks over a large class of combinatorial structures." alternative_title: - LIPIcs article_processing_charge: No author: - first_name: Thomas full_name: Nowak, Thomas last_name: Nowak - first_name: Joel full_name: Rybicki, Joel id: 334EFD2E-F248-11E8-B48F-1D18A9856A87 last_name: Rybicki orcid: 0000-0002-6432-6646 citation: ama: 'Nowak T, Rybicki J. Byzantine approximate agreement on graphs. In: 33rd International Symposium on Distributed Computing. Vol 146. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2019:29:1--29:17. doi:10.4230/LIPICS.DISC.2019.29' apa: 'Nowak, T., & Rybicki, J. (2019). Byzantine approximate agreement on graphs. In 33rd International Symposium on Distributed Computing (Vol. 146, p. 29:1--29:17). Budapest, Hungary: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPICS.DISC.2019.29' chicago: Nowak, Thomas, and Joel Rybicki. “Byzantine Approximate Agreement on Graphs.” In 33rd International Symposium on Distributed Computing, 146:29:1--29:17. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019. https://doi.org/10.4230/LIPICS.DISC.2019.29. ieee: T. Nowak and J. Rybicki, “Byzantine approximate agreement on graphs,” in 33rd International Symposium on Distributed Computing, Budapest, Hungary, 2019, vol. 146, p. 29:1--29:17. ista: 'Nowak T, Rybicki J. 2019. Byzantine approximate agreement on graphs. 33rd International Symposium on Distributed Computing. DISC: International Symposium on Distributed Computing, LIPIcs, vol. 146, 29:1--29:17.' mla: Nowak, Thomas, and Joel Rybicki. “Byzantine Approximate Agreement on Graphs.” 33rd International Symposium on Distributed Computing, vol. 146, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019, p. 29:1--29:17, doi:10.4230/LIPICS.DISC.2019.29. short: T. Nowak, J. Rybicki, in:, 33rd International Symposium on Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019, p. 29:1--29:17. conference: end_date: 2019-10-18 location: Budapest, Hungary name: 'DISC: International Symposium on Distributed Computing' start_date: 2019-10-14 date_created: 2019-10-08T12:41:38Z date_published: 2019-01-01T00:00:00Z date_updated: 2021-01-12T08:09:38Z ddc: - '004' department: - _id: DaAl doi: 10.4230/LIPICS.DISC.2019.29 ec_funded: 1 external_id: arxiv: - '1908.02743' file: - access_level: open_access checksum: 2d2202f90c6ac991e50876451627c4b5 content_type: application/pdf creator: jrybicki date_created: 2019-10-08T12:47:19Z date_updated: 2020-07-14T12:47:44Z file_id: '6934' file_name: LIPIcs-DISC-2019-29.pdf file_size: 639378 relation: main_file file_date_updated: 2020-07-14T12:47:44Z has_accepted_license: '1' intvolume: ' 146' keyword: - consensus - approximate agreement - Byzantine faults - chordal graphs - lattice agreement language: - iso: eng oa: 1 oa_version: Published Version page: 29:1--29:17 project: - _id: 260C2330-B435-11E9-9278-68D0E5697425 call_identifier: H2020 grant_number: '754411' name: ISTplus - Postdoctoral Fellowships publication: 33rd International Symposium on Distributed Computing publication_identifier: eisbn: - 978-3-95977-126-9 publication_status: published publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik quality_controlled: '1' scopus_import: 1 status: public title: Byzantine approximate agreement on graphs tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: conference user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87 volume: 146 year: '2019' ... --- _id: '6985' abstract: - lang: eng text: In this paper, we introduce a novel method to interpret recurrent neural networks (RNNs), particularly long short-term memory networks (LSTMs) at the cellular level. We propose a systematic pipeline for interpreting individual hidden state dynamics within the network using response characterization methods. The ranked contribution of individual cells to the network's output is computed by analyzing a set of interpretable metrics of their decoupled step and sinusoidal responses. As a result, our method is able to uniquely identify neurons with insightful dynamics, quantify relationships between dynamical properties and test accuracy through ablation analysis, and interpret the impact of network capacity on a network's dynamical distribution. Finally, we demonstrate the generalizability and scalability of our method by evaluating a series of different benchmark sequential datasets. article_number: '8851954' author: - first_name: Ramin full_name: Hasani, Ramin last_name: Hasani - first_name: Alexander full_name: Amini, Alexander last_name: Amini - first_name: Mathias full_name: Lechner, Mathias id: 3DC22916-F248-11E8-B48F-1D18A9856A87 last_name: Lechner - first_name: Felix full_name: Naser, Felix last_name: Naser - first_name: Radu full_name: Grosu, Radu last_name: Grosu - first_name: Daniela full_name: Rus, Daniela last_name: Rus citation: ama: 'Hasani R, Amini A, Lechner M, Naser F, Grosu R, Rus D. Response characterization for auditing cell dynamics in long short-term memory networks. In: Proceedings of the International Joint Conference on Neural Networks. IEEE; 2019. doi:10.1109/ijcnn.2019.8851954' apa: 'Hasani, R., Amini, A., Lechner, M., Naser, F., Grosu, R., & Rus, D. (2019). Response characterization for auditing cell dynamics in long short-term memory networks. In Proceedings of the International Joint Conference on Neural Networks. Budapest, Hungary: IEEE. https://doi.org/10.1109/ijcnn.2019.8851954' chicago: Hasani, Ramin, Alexander Amini, Mathias Lechner, Felix Naser, Radu Grosu, and Daniela Rus. “Response Characterization for Auditing Cell Dynamics in Long Short-Term Memory Networks.” In Proceedings of the International Joint Conference on Neural Networks. IEEE, 2019. https://doi.org/10.1109/ijcnn.2019.8851954. ieee: R. Hasani, A. Amini, M. Lechner, F. Naser, R. Grosu, and D. Rus, “Response characterization for auditing cell dynamics in long short-term memory networks,” in Proceedings of the International Joint Conference on Neural Networks, Budapest, Hungary, 2019. ista: 'Hasani R, Amini A, Lechner M, Naser F, Grosu R, Rus D. 2019. Response characterization for auditing cell dynamics in long short-term memory networks. Proceedings of the International Joint Conference on Neural Networks. IJCNN: International Joint Conference on Neural Networks, 8851954.' mla: Hasani, Ramin, et al. “Response Characterization for Auditing Cell Dynamics in Long Short-Term Memory Networks.” Proceedings of the International Joint Conference on Neural Networks, 8851954, IEEE, 2019, doi:10.1109/ijcnn.2019.8851954. short: R. Hasani, A. Amini, M. Lechner, F. Naser, R. Grosu, D. Rus, in:, Proceedings of the International Joint Conference on Neural Networks, IEEE, 2019. conference: end_date: 2019-07-19 location: Budapest, Hungary name: 'IJCNN: International Joint Conference on Neural Networks' start_date: 2019-07-14 date_created: 2019-11-04T15:59:58Z date_published: 2019-09-30T00:00:00Z date_updated: 2021-01-12T08:11:19Z day: '30' department: - _id: ToHe doi: 10.1109/ijcnn.2019.8851954 external_id: arxiv: - '1809.03864' language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/abs/1809.03864 month: '09' oa: 1 oa_version: Preprint publication: Proceedings of the International Joint Conference on Neural Networks publication_identifier: isbn: - '9781728119854' publication_status: published publisher: IEEE quality_controlled: '1' scopus_import: 1 status: public title: Response characterization for auditing cell dynamics in long short-term memory networks type: conference user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 year: '2019' ... --- _id: '7007' abstract: - lang: eng text: 'We consider the primitive relay channel, where the source sends a message to the relay and to the destination, and the relay helps the communication by transmitting an additional message to the destination via a separate channel. Two well-known coding techniques have been introduced for this setting: decode-and-forward and compress-and-forward. In decode-and-forward, the relay completely decodes the message and sends some information to the destination; in compress-and-forward, the relay does not decode, and it sends a compressed version of the received signal to the destination using Wyner–Ziv coding. In this paper, we present a novel coding paradigm that provides an improved achievable rate for the primitive relay channel. The idea is to combine compress-and-forward and decode-and-forward via a chaining construction. We transmit over pairs of blocks: in the first block, we use compress-and-forward; and, in the second block, we use decode-and-forward. More specifically, in the first block, the relay does not decode, it compresses the received signal via Wyner–Ziv, and it sends only part of the compression to the destination. In the second block, the relay completely decodes the message, it sends some information to the destination, and it also sends the remaining part of the compression coming from the first block. By doing so, we are able to strictly outperform both compress-and-forward and decode-and-forward. Note that the proposed coding scheme can be implemented with polar codes. As such, it has the typical attractive properties of polar coding schemes, namely, quasi-linear encoding and decoding complexity, and error probability that decays at super-polynomial speed. As a running example, we take into account the special case of the erasure relay channel, and we provide a comparison between the rates achievable by our proposed scheme and the existing upper and lower bounds.' article_number: '218' article_type: original author: - first_name: Marco full_name: Mondelli, Marco id: 27EB676C-8706-11E9-9510-7717E6697425 last_name: Mondelli orcid: 0000-0002-3242-7020 - first_name: S. Hamed full_name: Hassani, S. Hamed last_name: Hassani - first_name: Rüdiger full_name: Urbanke, Rüdiger last_name: Urbanke citation: ama: Mondelli M, Hassani SH, Urbanke R. A new coding paradigm for the primitive relay channel. Algorithms. 2019;12(10). doi:10.3390/a12100218 apa: Mondelli, M., Hassani, S. H., & Urbanke, R. (2019). A new coding paradigm for the primitive relay channel. Algorithms. MDPI. https://doi.org/10.3390/a12100218 chicago: Mondelli, Marco, S. Hamed Hassani, and Rüdiger Urbanke. “A New Coding Paradigm for the Primitive Relay Channel.” Algorithms. MDPI, 2019. https://doi.org/10.3390/a12100218. ieee: M. Mondelli, S. H. Hassani, and R. Urbanke, “A new coding paradigm for the primitive relay channel,” Algorithms, vol. 12, no. 10. MDPI, 2019. ista: Mondelli M, Hassani SH, Urbanke R. 2019. A new coding paradigm for the primitive relay channel. Algorithms. 12(10), 218. mla: Mondelli, Marco, et al. “A New Coding Paradigm for the Primitive Relay Channel.” Algorithms, vol. 12, no. 10, 218, MDPI, 2019, doi:10.3390/a12100218. short: M. Mondelli, S.H. Hassani, R. Urbanke, Algorithms 12 (2019). date_created: 2019-11-12T14:46:19Z date_published: 2019-10-18T00:00:00Z date_updated: 2023-02-23T12:49:28Z day: '18' ddc: - '510' department: - _id: MaMo doi: 10.3390/a12100218 external_id: arxiv: - '1801.03153' file: - access_level: open_access checksum: 267756d8f9db572f496cd1663c89d59a content_type: application/pdf creator: dernst date_created: 2019-11-12T14:48:45Z date_updated: 2020-07-14T12:47:47Z file_id: '7008' file_name: 2019_Algorithms_Mondelli.pdf file_size: 696791 relation: main_file file_date_updated: 2020-07-14T12:47:47Z has_accepted_license: '1' intvolume: ' 12' issue: '10' language: - iso: eng month: '10' oa: 1 oa_version: Published Version publication: Algorithms publication_identifier: issn: - 1999-4893 publication_status: published publisher: MDPI quality_controlled: '1' related_material: record: - id: '6675' relation: earlier_version status: public scopus_import: 1 status: public title: A new coding paradigm for the primitive relay channel tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 12 year: '2019' ... --- _id: '7035' abstract: - lang: eng text: 'The aim of this short note is to expound one particular issue that was discussed during the talk [10] given at the symposium ”Researches on isometries as preserver problems and related topics” at Kyoto RIMS. That is, the role of Dirac masses by describing the isometry group of various metric spaces of probability measures. This article is of survey character, and it does not contain any essentially new results.From an isometric point of view, in some cases, metric spaces of measures are similar to C(K)-type function spaces. Similarity means here that their isometries are driven by some nice transformations of the underlying space. Of course, it depends on the particular choice of the metric how nice these transformations should be. Sometimes, as we will see, being a homeomorphism is enough to generate an isometry. But sometimes we need more: the transformation must preserve the underlying distance as well. Statements claiming that isometries in questions are necessarily induced by homeomorphisms are called Banach-Stone-type results, while results asserting that the underlying transformation is necessarily an isometry are termed as isometric rigidity results.As Dirac masses can be considered as building bricks of the set of all Borel measures, a natural question arises:Is it enough to understand how an isometry acts on the set of Dirac masses? Does this action extend uniquely to all measures?In what follows, we will thoroughly investigate this question.' article_processing_charge: No author: - first_name: Gyorgy Pal full_name: Geher, Gyorgy Pal last_name: Geher - first_name: Tamas full_name: Titkos, Tamas last_name: Titkos - first_name: Daniel full_name: Virosztek, Daniel id: 48DB45DA-F248-11E8-B48F-1D18A9856A87 last_name: Virosztek orcid: 0000-0003-1109-5511 citation: ama: 'Geher GP, Titkos T, Virosztek D. Dirac masses and isometric rigidity. In: Kyoto RIMS Kôkyûroku. Vol 2125. Research Institute for Mathematical Sciences, Kyoto University; 2019:34-41.' apa: 'Geher, G. P., Titkos, T., & Virosztek, D. (2019). Dirac masses and isometric rigidity. In Kyoto RIMS Kôkyûroku (Vol. 2125, pp. 34–41). Kyoto, Japan: Research Institute for Mathematical Sciences, Kyoto University.' chicago: Geher, Gyorgy Pal, Tamas Titkos, and Daniel Virosztek. “Dirac Masses and Isometric Rigidity.” In Kyoto RIMS Kôkyûroku, 2125:34–41. Research Institute for Mathematical Sciences, Kyoto University, 2019. ieee: G. P. Geher, T. Titkos, and D. Virosztek, “Dirac masses and isometric rigidity,” in Kyoto RIMS Kôkyûroku, Kyoto, Japan, 2019, vol. 2125, pp. 34–41. ista: Geher GP, Titkos T, Virosztek D. 2019. Dirac masses and isometric rigidity. Kyoto RIMS Kôkyûroku. Research on isometries as preserver problems and related topics vol. 2125, 34–41. mla: Geher, Gyorgy Pal, et al. “Dirac Masses and Isometric Rigidity.” Kyoto RIMS Kôkyûroku, vol. 2125, Research Institute for Mathematical Sciences, Kyoto University, 2019, pp. 34–41. short: G.P. Geher, T. Titkos, D. Virosztek, in:, Kyoto RIMS Kôkyûroku, Research Institute for Mathematical Sciences, Kyoto University, 2019, pp. 34–41. conference: end_date: 2019-01-30 location: Kyoto, Japan name: Research on isometries as preserver problems and related topics start_date: 2019-01-28 date_created: 2019-11-18T15:39:53Z date_published: 2019-01-30T00:00:00Z date_updated: 2021-01-12T08:11:33Z day: '30' department: - _id: LaEr intvolume: ' 2125' language: - iso: eng main_file_link: - open_access: '1' url: http://www.kurims.kyoto-u.ac.jp/~kyodo/kokyuroku/contents/2125.html month: '01' oa: 1 oa_version: Submitted Version page: 34-41 publication: Kyoto RIMS Kôkyûroku publication_status: published publisher: Research Institute for Mathematical Sciences, Kyoto University quality_controlled: '1' status: public title: Dirac masses and isometric rigidity type: conference user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 2125 year: '2019' ... --- _id: '7055' abstract: - lang: eng text: A recent class of topological nodal-line semimetals with the general formula MSiX (M = Zr, Hf and X = S, Se, Te) has attracted much experimental and theoretical interest due to their properties, particularly their large magnetoresistances and high carrier mobilities. The plateletlike nature of the MSiX crystals and their extremely low residual resistivities make measurements of the resistivity along the [001] direction extremely challenging. To accomplish such measurements, microstructures of single crystals were prepared using focused ion beam techniques. Microstructures prepared in this manner have very well-defined geometries and maintain their high crystal quality, verified by the observations of quantum oscillations. We present magnetoresistance and quantum oscillation data for currents applied along both [001] and [100] in ZrSiS and ZrSiSe, which are consistent with the nontrivial topology of the Dirac line-node, as determined by a measured π Berry phase. Surprisingly, we find that, despite the three dimensional nature of both the Fermi surfaces of ZrSiS and ZrSiSe, both the resistivity anisotropy under applied magnetic fields and the in-plane angular dependent magnetoresistance differ considerably between the two compounds. Finally, we discuss the role microstructuring can play in the study of these materials and our ability to make these microstructures free-standing. article_number: '101116' article_processing_charge: No article_type: original author: - first_name: Kent R. full_name: Shirer, Kent R. last_name: Shirer - first_name: Kimberly A full_name: Modic, Kimberly A id: 13C26AC0-EB69-11E9-87C6-5F3BE6697425 last_name: Modic orcid: 0000-0001-9760-3147 - first_name: Tino full_name: Zimmerling, Tino last_name: Zimmerling - first_name: Maja D. full_name: Bachmann, Maja D. last_name: Bachmann - first_name: Markus full_name: König, Markus last_name: König - first_name: Philip J. W. full_name: Moll, Philip J. W. last_name: Moll - first_name: Leslie full_name: Schoop, Leslie last_name: Schoop - first_name: Andrew P. full_name: Mackenzie, Andrew P. last_name: Mackenzie citation: ama: Shirer KR, Modic KA, Zimmerling T, et al. Out-of-plane transport in ZrSiS and ZrSiSe microstructures. APL Materials. 2019;7(10). doi:10.1063/1.5124568 apa: Shirer, K. R., Modic, K. A., Zimmerling, T., Bachmann, M. D., König, M., Moll, P. J. W., … Mackenzie, A. P. (2019). Out-of-plane transport in ZrSiS and ZrSiSe microstructures. APL Materials. AIP. https://doi.org/10.1063/1.5124568 chicago: Shirer, Kent R., Kimberly A Modic, Tino Zimmerling, Maja D. Bachmann, Markus König, Philip J. W. Moll, Leslie Schoop, and Andrew P. Mackenzie. “Out-of-Plane Transport in ZrSiS and ZrSiSe Microstructures.” APL Materials. AIP, 2019. https://doi.org/10.1063/1.5124568. ieee: K. R. Shirer et al., “Out-of-plane transport in ZrSiS and ZrSiSe microstructures,” APL Materials, vol. 7, no. 10. AIP, 2019. ista: Shirer KR, Modic KA, Zimmerling T, Bachmann MD, König M, Moll PJW, Schoop L, Mackenzie AP. 2019. Out-of-plane transport in ZrSiS and ZrSiSe microstructures. APL Materials. 7(10), 101116. mla: Shirer, Kent R., et al. “Out-of-Plane Transport in ZrSiS and ZrSiSe Microstructures.” APL Materials, vol. 7, no. 10, 101116, AIP, 2019, doi:10.1063/1.5124568. short: K.R. Shirer, K.A. Modic, T. Zimmerling, M.D. Bachmann, M. König, P.J.W. Moll, L. Schoop, A.P. Mackenzie, APL Materials 7 (2019). date_created: 2019-11-19T12:52:43Z date_published: 2019-10-17T00:00:00Z date_updated: 2021-01-12T08:11:35Z day: '17' ddc: - '530' doi: 10.1063/1.5124568 extern: '1' file: - access_level: open_access checksum: 142fe7b3e37d8e916071743bb194360d content_type: application/pdf creator: dernst date_created: 2019-11-20T12:27:01Z date_updated: 2020-07-14T12:47:48Z file_id: '7087' file_name: 2019_APL_Shirer.pdf file_size: 2453220 relation: main_file file_date_updated: 2020-07-14T12:47:48Z has_accepted_license: '1' intvolume: ' 7' issue: '10' language: - iso: eng month: '10' oa: 1 oa_version: Published Version publication: APL Materials publication_identifier: issn: - 2166-532X publication_status: published publisher: AIP quality_controlled: '1' status: public title: Out-of-plane transport in ZrSiS and ZrSiSe microstructures tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 7 year: '2019' ... --- _id: '7057' abstract: - lang: eng text: We present a high magnetic field study of NbP—a member of the monopnictide Weyl semimetal (WSM) family. While the monoarsenides (NbAs and TaAs) have topologically distinct left and right-handed Weyl fermi surfaces, NbP is argued to be “topologically trivial” due to the fact that all pairs of Weyl nodes are encompassed by a single Fermi surface. We use torque magnetometry to measure the magnetic response of NbP up to 60 tesla and uncover a Berry paramagnetic response, characteristic of the topological Weyl nodes, across the entire field range. At the quantum limit B* (≈32 T), τ/B experiences a change in slope when the chemical potential enters the last Landau level. Our calculations confirm that this magnetic response arises from band topology of the Weyl pocket, even though the Fermi surface encompasses both Weyl nodes at zero magnetic field. We also find that the magnetic field pulls the chemical potential to the chiral n = 0 Landau level in the quantum limit, providing a disorder-free way of accessing chiral Weyl fermions in systems that are “not quite” WSMs in zero magnetic field. article_number: '2095' article_processing_charge: No article_type: original author: - first_name: Kimberly A full_name: Modic, Kimberly A id: 13C26AC0-EB69-11E9-87C6-5F3BE6697425 last_name: Modic orcid: 0000-0001-9760-3147 - first_name: Tobias full_name: Meng, Tobias last_name: Meng - first_name: Filip full_name: Ronning, Filip last_name: Ronning - first_name: Eric D. full_name: Bauer, Eric D. last_name: Bauer - first_name: Philip J. W. full_name: Moll, Philip J. W. last_name: Moll - first_name: B. J. full_name: Ramshaw, B. J. last_name: Ramshaw citation: ama: Modic KA, Meng T, Ronning F, Bauer ED, Moll PJW, Ramshaw BJ. Thermodynamic signatures of Weyl fermions in NbP. Scientific Reports. 2019;9(1). doi:10.1038/s41598-018-38161-7 apa: Modic, K. A., Meng, T., Ronning, F., Bauer, E. D., Moll, P. J. W., & Ramshaw, B. J. (2019). Thermodynamic signatures of Weyl fermions in NbP. Scientific Reports. Springer Nature. https://doi.org/10.1038/s41598-018-38161-7 chicago: Modic, Kimberly A, Tobias Meng, Filip Ronning, Eric D. Bauer, Philip J. W. Moll, and B. J. Ramshaw. “Thermodynamic Signatures of Weyl Fermions in NbP.” Scientific Reports. Springer Nature, 2019. https://doi.org/10.1038/s41598-018-38161-7. ieee: K. A. Modic, T. Meng, F. Ronning, E. D. Bauer, P. J. W. Moll, and B. J. Ramshaw, “Thermodynamic signatures of Weyl fermions in NbP,” Scientific Reports, vol. 9, no. 1. Springer Nature, 2019. ista: Modic KA, Meng T, Ronning F, Bauer ED, Moll PJW, Ramshaw BJ. 2019. Thermodynamic signatures of Weyl fermions in NbP. Scientific Reports. 9(1), 2095. mla: Modic, Kimberly A., et al. “Thermodynamic Signatures of Weyl Fermions in NbP.” Scientific Reports, vol. 9, no. 1, 2095, Springer Nature, 2019, doi:10.1038/s41598-018-38161-7. short: K.A. Modic, T. Meng, F. Ronning, E.D. Bauer, P.J.W. Moll, B.J. Ramshaw, Scientific Reports 9 (2019). date_created: 2019-11-19T13:00:35Z date_published: 2019-02-14T00:00:00Z date_updated: 2021-01-12T08:11:36Z day: '14' ddc: - '530' doi: 10.1038/s41598-018-38161-7 extern: '1' file: - access_level: open_access checksum: 3b5a7b316e1ff22aa0f89e8d1f1ace91 content_type: application/pdf creator: dernst date_created: 2019-11-20T12:24:13Z date_updated: 2020-07-14T12:47:48Z file_id: '7086' file_name: 2019_ScientificReports_Modic.pdf file_size: 3256400 relation: main_file file_date_updated: 2020-07-14T12:47:48Z has_accepted_license: '1' intvolume: ' 9' issue: '1' language: - iso: eng month: '02' oa: 1 oa_version: Published Version publication: Scientific Reports publication_identifier: issn: - 2045-2322 publication_status: published publisher: Springer Nature quality_controlled: '1' status: public title: Thermodynamic signatures of Weyl fermions in NbP tmp: image: /images/cc_by.png legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0) short: CC BY (4.0) type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 9 year: '2019' ... --- _id: '7056' abstract: - lang: eng text: "In the Ca1−x La x FeAs2 (1 1 2) family of pnictide superconductors, we have investigated a highly overdoped composition (x  =  0.56), prepared by a high-pressure, high-temperature synthesis. Magnetic measurements show an antiferromagnetic transition at T N  =  120 K, well above the one at lower doping (0.15  <  x  <  0.27).\r\n\r\nBelow the onset of long-range magnetic order at T N, the electrical resistivity is strongly reduced and is dominated by electron–electron interactions, as evident from its temperature dependence. The Seebeck coefficient shows a clear metallic behavior as in narrow band conductors. The temperature dependence of the Hall coefficient and the violation of Kohler's rule agree with the multiband character of the material. No superconductivity was observed down to 1.8 K. The success of the high-pressure synthesis encourages further investigations of the so far only partially explored phase diagram in this family of Iron-based high temperature superconductors.\r\n" article_number: '485705' article_processing_charge: No article_type: original author: - first_name: Edoardo full_name: Martino, Edoardo last_name: Martino - first_name: Maja D full_name: Bachmann, Maja D last_name: Bachmann - first_name: Lidia full_name: Rossi, Lidia last_name: Rossi - first_name: Kimberly A full_name: Modic, Kimberly A id: 13C26AC0-EB69-11E9-87C6-5F3BE6697425 last_name: Modic orcid: 0000-0001-9760-3147 - first_name: Ivica full_name: Zivkovic, Ivica last_name: Zivkovic - first_name: Henrik M full_name: Rønnow, Henrik M last_name: Rønnow - first_name: Philip J W full_name: Moll, Philip J W last_name: Moll - first_name: Ana full_name: Akrap, Ana last_name: Akrap - first_name: László full_name: Forró, László last_name: Forró - first_name: Sergiy full_name: Katrych, Sergiy last_name: Katrych citation: ama: 'Martino E, Bachmann MD, Rossi L, et al. Persistent antiferromagnetic order in heavily overdoped Ca1−x La x FeAs2. Journal of Physics: Condensed Matter. 2019;31(48). doi:10.1088/1361-648x/ab3b43' apa: 'Martino, E., Bachmann, M. D., Rossi, L., Modic, K. A., Zivkovic, I., Rønnow, H. M., … Katrych, S. (2019). Persistent antiferromagnetic order in heavily overdoped Ca1−x La x FeAs2. Journal of Physics: Condensed Matter. IOP Publishing. https://doi.org/10.1088/1361-648x/ab3b43' chicago: 'Martino, Edoardo, Maja D Bachmann, Lidia Rossi, Kimberly A Modic, Ivica Zivkovic, Henrik M Rønnow, Philip J W Moll, Ana Akrap, László Forró, and Sergiy Katrych. “Persistent Antiferromagnetic Order in Heavily Overdoped Ca1−x La x FeAs2.” Journal of Physics: Condensed Matter. IOP Publishing, 2019. https://doi.org/10.1088/1361-648x/ab3b43.' ieee: 'E. Martino et al., “Persistent antiferromagnetic order in heavily overdoped Ca1−x La x FeAs2,” Journal of Physics: Condensed Matter, vol. 31, no. 48. IOP Publishing, 2019.' ista: 'Martino E, Bachmann MD, Rossi L, Modic KA, Zivkovic I, Rønnow HM, Moll PJW, Akrap A, Forró L, Katrych S. 2019. Persistent antiferromagnetic order in heavily overdoped Ca1−x La x FeAs2. Journal of Physics: Condensed Matter. 31(48), 485705.' mla: 'Martino, Edoardo, et al. “Persistent Antiferromagnetic Order in Heavily Overdoped Ca1−x La x FeAs2.” Journal of Physics: Condensed Matter, vol. 31, no. 48, 485705, IOP Publishing, 2019, doi:10.1088/1361-648x/ab3b43.' short: 'E. Martino, M.D. Bachmann, L. Rossi, K.A. Modic, I. Zivkovic, H.M. Rønnow, P.J.W. Moll, A. Akrap, L. Forró, S. Katrych, Journal of Physics: Condensed Matter 31 (2019).' date_created: 2019-11-19T12:56:17Z date_published: 2019-09-03T00:00:00Z date_updated: 2021-01-12T08:11:35Z day: '03' doi: 10.1088/1361-648x/ab3b43 extern: '1' external_id: arxiv: - '1905.08640' intvolume: ' 31' issue: '48' language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/abs/1905.08640 month: '09' oa: 1 oa_version: Preprint publication: 'Journal of Physics: Condensed Matter' publication_identifier: eissn: - 1361-648X issn: - 0953-8984 publication_status: published publisher: IOP Publishing quality_controlled: '1' status: public title: Persistent antiferromagnetic order in heavily overdoped Ca1−x La x FeAs2 type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 31 year: '2019' ... --- _id: '7082' abstract: - lang: eng text: Although crystals of strongly correlated metals exhibit a diverse set of electronic ground states, few approaches exist for spatially modulating their properties. In this study, we demonstrate disorder-free control, on the micrometer scale, over the superconducting state in samples of the heavy-fermion superconductor CeIrIn5. We pattern crystals by focused ion beam milling to tailor the boundary conditions for the elastic deformation upon thermal contraction during cooling. The resulting nonuniform strain fields induce complex patterns of superconductivity, owing to the strong dependence of the transition temperature on the strength and direction of strain. These results showcase a generic approach to manipulating electronic order on micrometer length scales in strongly correlated matter without compromising the cleanliness, stoichiometry, or mean free path. article_processing_charge: No article_type: original author: - first_name: Maja D. full_name: Bachmann, Maja D. last_name: Bachmann - first_name: G. M. full_name: Ferguson, G. M. last_name: Ferguson - first_name: Florian full_name: Theuss, Florian last_name: Theuss - first_name: Tobias full_name: Meng, Tobias last_name: Meng - first_name: Carsten full_name: Putzke, Carsten last_name: Putzke - first_name: Toni full_name: Helm, Toni last_name: Helm - first_name: K. R. full_name: Shirer, K. R. last_name: Shirer - first_name: You-Sheng full_name: Li, You-Sheng last_name: Li - first_name: Kimberly A full_name: Modic, Kimberly A id: 13C26AC0-EB69-11E9-87C6-5F3BE6697425 last_name: Modic orcid: 0000-0001-9760-3147 - first_name: Michael full_name: Nicklas, Michael last_name: Nicklas - first_name: Markus full_name: König, Markus last_name: König - first_name: D. full_name: Low, D. last_name: Low - first_name: Sayak full_name: Ghosh, Sayak last_name: Ghosh - first_name: Andrew P. full_name: Mackenzie, Andrew P. last_name: Mackenzie - first_name: Frank full_name: Arnold, Frank last_name: Arnold - first_name: Elena full_name: Hassinger, Elena last_name: Hassinger - first_name: Ross D. full_name: McDonald, Ross D. last_name: McDonald - first_name: Laurel E. full_name: Winter, Laurel E. last_name: Winter - first_name: Eric D. full_name: Bauer, Eric D. last_name: Bauer - first_name: Filip full_name: Ronning, Filip last_name: Ronning - first_name: B. J. full_name: Ramshaw, B. J. last_name: Ramshaw - first_name: Katja C. full_name: Nowack, Katja C. last_name: Nowack - first_name: Philip J. W. full_name: Moll, Philip J. W. last_name: Moll citation: ama: Bachmann MD, Ferguson GM, Theuss F, et al. Spatial control of heavy-fermion superconductivity in CeIrIn5. Science. 2019;366(6462):221-226. doi:10.1126/science.aao6640 apa: Bachmann, M. D., Ferguson, G. M., Theuss, F., Meng, T., Putzke, C., Helm, T., … Moll, P. J. W. (2019). Spatial control of heavy-fermion superconductivity in CeIrIn5. Science. AAAS. https://doi.org/10.1126/science.aao6640 chicago: Bachmann, Maja D., G. M. Ferguson, Florian Theuss, Tobias Meng, Carsten Putzke, Toni Helm, K. R. Shirer, et al. “Spatial Control of Heavy-Fermion Superconductivity in CeIrIn5.” Science. AAAS, 2019. https://doi.org/10.1126/science.aao6640. ieee: M. D. Bachmann et al., “Spatial control of heavy-fermion superconductivity in CeIrIn5,” Science, vol. 366, no. 6462. AAAS, pp. 221–226, 2019. ista: Bachmann MD, Ferguson GM, Theuss F, Meng T, Putzke C, Helm T, Shirer KR, Li Y-S, Modic KA, Nicklas M, König M, Low D, Ghosh S, Mackenzie AP, Arnold F, Hassinger E, McDonald RD, Winter LE, Bauer ED, Ronning F, Ramshaw BJ, Nowack KC, Moll PJW. 2019. Spatial control of heavy-fermion superconductivity in CeIrIn5. Science. 366(6462), 221–226. mla: Bachmann, Maja D., et al. “Spatial Control of Heavy-Fermion Superconductivity in CeIrIn5.” Science, vol. 366, no. 6462, AAAS, 2019, pp. 221–26, doi:10.1126/science.aao6640. short: M.D. Bachmann, G.M. Ferguson, F. Theuss, T. Meng, C. Putzke, T. Helm, K.R. Shirer, Y.-S. Li, K.A. Modic, M. Nicklas, M. König, D. Low, S. Ghosh, A.P. Mackenzie, F. Arnold, E. Hassinger, R.D. McDonald, L.E. Winter, E.D. Bauer, F. Ronning, B.J. Ramshaw, K.C. Nowack, P.J.W. Moll, Science 366 (2019) 221–226. date_created: 2019-11-19T13:55:58Z date_published: 2019-10-11T00:00:00Z date_updated: 2021-01-12T08:11:46Z day: '11' doi: 10.1126/science.aao6640 extern: '1' intvolume: ' 366' issue: '6462' language: - iso: eng month: '10' oa_version: None page: 221-226 publication: Science publication_identifier: eissn: - 1095-9203 issn: - 0036-8075 publication_status: published publisher: AAAS quality_controlled: '1' status: public title: Spatial control of heavy-fermion superconductivity in CeIrIn5 type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 366 year: '2019' ... --- _id: '7128' abstract: - lang: eng text: Loss of functional cardiomyocytes is a major determinant of heart failure after myocardial infarction. Previous high throughput screening studies have identified a few microRNAs (miRNAs) that can induce cardiomyocyte proliferation and stimulate cardiac regeneration in mice. Here, we show that all of the most effective of these miRNAs activate nuclear localization of the master transcriptional cofactor Yes-associated protein (YAP) and induce expression of YAP-responsive genes. In particular, miR-199a-3p directly targets two mRNAs coding for proteins impinging on the Hippo pathway, the upstream YAP inhibitory kinase TAOK1, and the E3 ubiquitin ligase β-TrCP, which leads to YAP degradation. Several of the pro-proliferative miRNAs (including miR-199a-3p) also inhibit filamentous actin depolymerization by targeting Cofilin2, a process that by itself activates YAP nuclear translocation. Thus, activation of YAP and modulation of the actin cytoskeleton are major components of the pro-proliferative action of miR-199a-3p and other miRNAs that induce cardiomyocyte proliferation. article_processing_charge: Yes article_type: original author: - first_name: Consuelo full_name: Torrini, Consuelo last_name: Torrini - first_name: Ryan J full_name: Cubero, Ryan J id: 850B2E12-9CD4-11E9-837F-E719E6697425 last_name: Cubero orcid: 0000-0003-0002-1867 - first_name: Ellen full_name: Dirkx, Ellen last_name: Dirkx - first_name: Luca full_name: Braga, Luca last_name: Braga - first_name: Hashim full_name: Ali, Hashim last_name: Ali - first_name: Giulia full_name: Prosdocimo, Giulia last_name: Prosdocimo - first_name: Maria Ines full_name: Gutierrez, Maria Ines last_name: Gutierrez - first_name: Chiara full_name: Collesi, Chiara last_name: Collesi - first_name: Danilo full_name: Licastro, Danilo last_name: Licastro - first_name: Lorena full_name: Zentilin, Lorena last_name: Zentilin - first_name: Miguel full_name: Mano, Miguel last_name: Mano - first_name: Serena full_name: Zacchigna, Serena last_name: Zacchigna - first_name: Michele full_name: Vendruscolo, Michele last_name: Vendruscolo - first_name: Matteo full_name: Marsili, Matteo last_name: Marsili - first_name: Areejit full_name: Samal, Areejit last_name: Samal - first_name: Mauro full_name: Giacca, Mauro last_name: Giacca citation: ama: Torrini C, Cubero RJ, Dirkx E, et al. Common regulatory pathways mediate activity of microRNAs inducing cardiomyocyte proliferation. Cell Reports. 2019;27(9):2759-2771.e5. doi:10.1016/j.celrep.2019.05.005 apa: Torrini, C., Cubero, R. J., Dirkx, E., Braga, L., Ali, H., Prosdocimo, G., … Giacca, M. (2019). Common regulatory pathways mediate activity of microRNAs inducing cardiomyocyte proliferation. Cell Reports. Elsevier. https://doi.org/10.1016/j.celrep.2019.05.005 chicago: Torrini, Consuelo, Ryan J Cubero, Ellen Dirkx, Luca Braga, Hashim Ali, Giulia Prosdocimo, Maria Ines Gutierrez, et al. “Common Regulatory Pathways Mediate Activity of MicroRNAs Inducing Cardiomyocyte Proliferation.” Cell Reports. Elsevier, 2019. https://doi.org/10.1016/j.celrep.2019.05.005. ieee: C. Torrini et al., “Common regulatory pathways mediate activity of microRNAs inducing cardiomyocyte proliferation,” Cell Reports, vol. 27, no. 9. Elsevier, p. 2759–2771.e5, 2019. ista: Torrini C, Cubero RJ, Dirkx E, Braga L, Ali H, Prosdocimo G, Gutierrez MI, Collesi C, Licastro D, Zentilin L, Mano M, Zacchigna S, Vendruscolo M, Marsili M, Samal A, Giacca M. 2019. Common regulatory pathways mediate activity of microRNAs inducing cardiomyocyte proliferation. Cell Reports. 27(9), 2759–2771.e5. mla: Torrini, Consuelo, et al. “Common Regulatory Pathways Mediate Activity of MicroRNAs Inducing Cardiomyocyte Proliferation.” Cell Reports, vol. 27, no. 9, Elsevier, 2019, p. 2759–2771.e5, doi:10.1016/j.celrep.2019.05.005. short: C. Torrini, R.J. Cubero, E. Dirkx, L. Braga, H. Ali, G. Prosdocimo, M.I. Gutierrez, C. Collesi, D. Licastro, L. Zentilin, M. Mano, S. Zacchigna, M. Vendruscolo, M. Marsili, A. Samal, M. Giacca, Cell Reports 27 (2019) 2759–2771.e5. date_created: 2019-11-26T22:30:07Z date_published: 2019-05-28T00:00:00Z date_updated: 2021-01-12T08:11:56Z day: '28' ddc: - '576' doi: 10.1016/j.celrep.2019.05.005 extern: '1' external_id: pmid: - '31141697' file: - access_level: open_access checksum: c5d855d07263bfec718673385d0ea2d7 content_type: application/pdf creator: rcubero date_created: 2019-11-26T22:30:43Z date_updated: 2020-07-14T12:47:50Z file_id: '7129' file_name: torrini_cellreports_2019.pdf file_size: 4650750 relation: main_file file_date_updated: 2020-07-14T12:47:50Z has_accepted_license: '1' intvolume: ' 27' issue: '9' keyword: - cardiomyocyte - cell cycle - Cofilin2 - cytoskeleton - Hippo - microRNA - regeneration - YAP language: - iso: eng month: '05' oa: 1 oa_version: Published Version page: 2759-2771.e5 pmid: 1 publication: Cell Reports publication_identifier: issn: - 2211-1247 publication_status: published publisher: Elsevier quality_controlled: '1' status: public title: Common regulatory pathways mediate activity of microRNAs inducing cardiomyocyte proliferation tmp: image: /images/cc_by_nc_nd.png legal_code_url: https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode name: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) short: CC BY-NC-ND (4.0) type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 27 year: '2019' ... --- _id: '7130' abstract: - lang: eng text: "We show that statistical criticality, i.e. the occurrence of power law frequency distributions, arises in samples that are maximally informative about the underlying generating process. In order to reach this conclusion, we first identify the frequency with which different outcomes occur in a sample, as the variable carrying useful information on the generative process. The entropy of the frequency, that we call relevance, provides an upper bound to the number of informative bits. This differs from the entropy of the data, that we take as a measure of resolution. Samples that maximise relevance at a given resolution—that we call maximally informative samples—exhibit statistical criticality. In particular, Zipf's law arises at the optimal trade-off between resolution (i.e. compression) and relevance. As a byproduct, we derive a bound of the maximal number of parameters that can be estimated from a dataset, in the absence of prior knowledge on the generative model.\r\n\r\nFurthermore, we relate criticality to the statistical properties of the representation of the data generating process. We show that, as a consequence of the concentration property of the asymptotic equipartition property, representations that are maximally informative about the data generating process are characterised by an exponential distribution of energy levels. This arises from a principle of minimal entropy, that is conjugate of the maximum entropy principle in statistical mechanics. This explains why statistical criticality requires no parameter fine tuning in maximally informative samples." acknowledgement: We acknowledge interesting discussions with M Abbott, E Aurell, J Barbier, R Monasson, T Mora, I Nemenman, N Tishby and R Zecchina. This research was supported by the Kavli Foundation and the Centre of Excellence scheme of the Research Council of Norway (Centre for Neural Computation) (RJC and YR), by the Basic Science Research Program through the National Research Foundation of Korea (NRF), funded by the Ministry of Education (2016R1D1A1B03932264) (JJ), and, in part, by the ICTP through the OEA-AC-98 (JS). article_number: '063402' article_processing_charge: No article_type: original author: - first_name: Ryan J full_name: Cubero, Ryan J id: 850B2E12-9CD4-11E9-837F-E719E6697425 last_name: Cubero orcid: 0000-0003-0002-1867 - first_name: Junghyo full_name: Jo, Junghyo last_name: Jo - first_name: Matteo full_name: Marsili, Matteo last_name: Marsili - first_name: Yasser full_name: Roudi, Yasser last_name: Roudi - first_name: Juyong full_name: Song, Juyong last_name: Song citation: ama: 'Cubero RJ, Jo J, Marsili M, Roudi Y, Song J. Statistical criticality arises in most informative representations. Journal of Statistical Mechanics: Theory and Experiment. 2019;2019(6). doi:10.1088/1742-5468/ab16c8' apa: 'Cubero, R. J., Jo, J., Marsili, M., Roudi, Y., & Song, J. (2019). Statistical criticality arises in most informative representations. Journal of Statistical Mechanics: Theory and Experiment. IOP Publishing. https://doi.org/10.1088/1742-5468/ab16c8' chicago: 'Cubero, Ryan J, Junghyo Jo, Matteo Marsili, Yasser Roudi, and Juyong Song. “Statistical Criticality Arises in Most Informative Representations.” Journal of Statistical Mechanics: Theory and Experiment. IOP Publishing, 2019. https://doi.org/10.1088/1742-5468/ab16c8.' ieee: 'R. J. Cubero, J. Jo, M. Marsili, Y. Roudi, and J. Song, “Statistical criticality arises in most informative representations,” Journal of Statistical Mechanics: Theory and Experiment, vol. 2019, no. 6. IOP Publishing, 2019.' ista: 'Cubero RJ, Jo J, Marsili M, Roudi Y, Song J. 2019. Statistical criticality arises in most informative representations. Journal of Statistical Mechanics: Theory and Experiment. 2019(6), 063402.' mla: 'Cubero, Ryan J., et al. “Statistical Criticality Arises in Most Informative Representations.” Journal of Statistical Mechanics: Theory and Experiment, vol. 2019, no. 6, 063402, IOP Publishing, 2019, doi:10.1088/1742-5468/ab16c8.' short: 'R.J. Cubero, J. Jo, M. Marsili, Y. Roudi, J. Song, Journal of Statistical Mechanics: Theory and Experiment 2019 (2019).' date_created: 2019-11-26T22:36:09Z date_published: 2019-06-17T00:00:00Z date_updated: 2021-01-12T08:11:57Z day: '17' doi: 10.1088/1742-5468/ab16c8 extern: '1' external_id: arxiv: - '1808.00249' intvolume: ' 2019' issue: '6' keyword: - optimization under uncertainty - source coding - large deviation language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/abs/1808.00249 month: '06' oa: 1 oa_version: Preprint publication: 'Journal of Statistical Mechanics: Theory and Experiment' publication_identifier: issn: - 1742-5468 publication_status: published publisher: IOP Publishing quality_controlled: '1' status: public title: Statistical criticality arises in most informative representations type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 2019 year: '2019' ... --- _id: '7150' abstract: - lang: eng text: "In this work, we use algebraic methods for studying distance computation and subgraph detection tasks in the congested clique model. Specifically, we adapt parallel matrix multiplication implementations to the congested clique, obtaining an O(n1−2/ω) round matrix multiplication algorithm, where ω<2.3728639 is the exponent of matrix multiplication. In conjunction with known techniques from centralised algorithmics, this gives significant improvements over previous best upper bounds in the congested clique model. The highlight results include:\r\n\r\n1. triangle and 4-cycle counting in O(n0.158) rounds, improving upon the O(n1/3) algorithm of Dolev et al. [DISC 2012],\r\n2. a (1+o(1))-approximation of all-pairs shortest paths in O(n0.158) rounds, improving upon the O~(n1/2)-round (2+o(1))-approximation algorithm given by Nanongkai [STOC 2014], and\r\n 3. computing the girth in O(n0.158) rounds, which is the first non-trivial solution in this model.\r\n \r\nIn addition, we present a novel constant-round combinatorial algorithm for detecting 4-cycles." article_processing_charge: No article_type: original author: - first_name: Keren full_name: Censor-Hillel, Keren last_name: Censor-Hillel - first_name: Petteri full_name: Kaski, Petteri last_name: Kaski - first_name: Janne full_name: Korhonen, Janne id: C5402D42-15BC-11E9-A202-CA2BE6697425 last_name: Korhonen - first_name: Christoph full_name: Lenzen, Christoph last_name: Lenzen - first_name: Ami full_name: Paz, Ami last_name: Paz - first_name: Jukka full_name: Suomela, Jukka last_name: Suomela citation: ama: Censor-Hillel K, Kaski P, Korhonen J, Lenzen C, Paz A, Suomela J. Algebraic methods in the congested clique. Distributed Computing. 2019;32(6):461-478. doi:10.1007/s00446-016-0270-2 apa: Censor-Hillel, K., Kaski, P., Korhonen, J., Lenzen, C., Paz, A., & Suomela, J. (2019). Algebraic methods in the congested clique. Distributed Computing. Springer Nature. https://doi.org/10.1007/s00446-016-0270-2 chicago: Censor-Hillel, Keren, Petteri Kaski, Janne Korhonen, Christoph Lenzen, Ami Paz, and Jukka Suomela. “Algebraic Methods in the Congested Clique.” Distributed Computing. Springer Nature, 2019. https://doi.org/10.1007/s00446-016-0270-2. ieee: K. Censor-Hillel, P. Kaski, J. Korhonen, C. Lenzen, A. Paz, and J. Suomela, “Algebraic methods in the congested clique,” Distributed Computing, vol. 32, no. 6. Springer Nature, pp. 461–478, 2019. ista: Censor-Hillel K, Kaski P, Korhonen J, Lenzen C, Paz A, Suomela J. 2019. Algebraic methods in the congested clique. Distributed Computing. 32(6), 461–478. mla: Censor-Hillel, Keren, et al. “Algebraic Methods in the Congested Clique.” Distributed Computing, vol. 32, no. 6, Springer Nature, 2019, pp. 461–78, doi:10.1007/s00446-016-0270-2. short: K. Censor-Hillel, P. Kaski, J. Korhonen, C. Lenzen, A. Paz, J. Suomela, Distributed Computing 32 (2019) 461–478. date_created: 2019-12-05T09:49:49Z date_published: 2019-12-01T00:00:00Z date_updated: 2021-01-12T08:12:05Z day: '01' doi: 10.1007/s00446-016-0270-2 extern: '1' external_id: arxiv: - '1503.04963' intvolume: ' 32' issue: '6' language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/abs/1503.04963 month: '12' oa: 1 oa_version: Preprint page: 461-478 publication: Distributed Computing publication_identifier: issn: - 0178-2770 - 1432-0452 publication_status: published publisher: Springer Nature quality_controlled: '1' status: public title: Algebraic methods in the congested clique type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 32 year: '2019' ...