--- _id: '1839' abstract: - lang: eng text: We present MultiGain, a tool to synthesize strategies for Markov decision processes (MDPs) with multiple mean-payoff objectives. Our models are described in PRISM, and our tool uses the existing interface and simulator of PRISM. Our tool extends PRISM by adding novel algorithms for multiple mean-payoff objectives, and also provides features such as (i) generating strategies and exploring them for simulation, and checking them with respect to other properties; and (ii) generating an approximate Pareto curve for two mean-payoff objectives. In addition, we present a new practical algorithm for the analysis of MDPs with multiple mean-payoff objectives under memoryless strategies. alternative_title: - LNCS author: - first_name: Tomáš full_name: Brázdil, Tomáš last_name: Brázdil - first_name: Krishnendu full_name: Chatterjee, Krishnendu id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87 last_name: Chatterjee orcid: 0000-0002-4561-241X - first_name: Vojtěch full_name: Forejt, Vojtěch last_name: Forejt - first_name: Antonín full_name: Kučera, Antonín last_name: Kučera citation: ama: 'Brázdil T, Chatterjee K, Forejt V, Kučera A. Multigain: A controller synthesis tool for MDPs with multiple mean-payoff objectives. 2015;9035:181-187. doi:10.1007/978-3-662-46681-0_12' apa: 'Brázdil, T., Chatterjee, K., Forejt, V., & Kučera, A. (2015). Multigain: A controller synthesis tool for MDPs with multiple mean-payoff objectives. Presented at the TACAS: Tools and Algorithms for the Construction and Analysis of Systems, London, United Kingdom: Springer. https://doi.org/10.1007/978-3-662-46681-0_12' chicago: 'Brázdil, Tomáš, Krishnendu Chatterjee, Vojtěch Forejt, and Antonín Kučera. “Multigain: A Controller Synthesis Tool for MDPs with Multiple Mean-Payoff Objectives.” Lecture Notes in Computer Science. Springer, 2015. https://doi.org/10.1007/978-3-662-46681-0_12.' ieee: 'T. Brázdil, K. Chatterjee, V. Forejt, and A. Kučera, “Multigain: A controller synthesis tool for MDPs with multiple mean-payoff objectives,” vol. 9035. Springer, pp. 181–187, 2015.' ista: 'Brázdil T, Chatterjee K, Forejt V, Kučera A. 2015. Multigain: A controller synthesis tool for MDPs with multiple mean-payoff objectives. 9035, 181–187.' mla: 'Brázdil, Tomáš, et al. Multigain: A Controller Synthesis Tool for MDPs with Multiple Mean-Payoff Objectives. Vol. 9035, Springer, 2015, pp. 181–87, doi:10.1007/978-3-662-46681-0_12.' short: T. Brázdil, K. Chatterjee, V. Forejt, A. Kučera, 9035 (2015) 181–187. conference: end_date: 2015-04-18 location: London, United Kingdom name: 'TACAS: Tools and Algorithms for the Construction and Analysis of Systems' start_date: 2015-04-11 date_created: 2018-12-11T11:54:18Z date_published: 2015-01-01T00:00:00Z date_updated: 2020-01-21T13:18:52Z day: '01' department: - _id: KrCh doi: 10.1007/978-3-662-46681-0_12 ec_funded: 1 intvolume: ' 9035' language: - iso: eng main_file_link: - open_access: '1' url: http://arxiv.org/abs/1501.03093 month: '01' oa: 1 oa_version: Preprint page: 181 - 187 project: - _id: 2584A770-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: P 23499-N23 name: Modern Graph Algorithmic Techniques in Formal Verification - _id: 25832EC2-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: S 11407_N23 name: Rigorous Systems Engineering - _id: 2581B60A-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '279307' name: 'Quantitative Graph Games: Theory and Applications' publication_status: published publisher: Springer publist_id: '5263' quality_controlled: '1' series_title: Lecture Notes in Computer Science status: public title: 'Multigain: A controller synthesis tool for MDPs with multiple mean-payoff objectives' type: conference user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 9035 year: '2015' ... --- _id: '1837' abstract: - lang: eng text: 'Transition to turbulence in straight pipes occurs in spite of the linear stability of the laminar Hagen-Poiseuille flow if both the amplitude of flow perturbations and the Reynolds number Re exceed a minimum threshold (subcritical transition). As the pipe curvature increases, centrifugal effects become important, modifying the basic flow as well as the most unstable linear modes. If the curvature (tube-to-coiling diameter d/D) is sufficiently large, a Hopf bifurcation (supercritical instability) is encountered before turbulence can be excited (subcritical instability). We trace the instability thresholds in the Re - d/D parameter space in the range 0.01 ≤ d/D\ ≤ 0.1 by means of laser-Doppler velocimetry and determine the point where the subcritical and supercritical instabilities meet. Two different experimental set-ups are used: a closed system where the pipe forms an axisymmetric torus and an open system employing a helical pipe. Implications for the measurement of friction factors in curved pipes are discussed.' article_number: R3 article_processing_charge: No article_type: original author: - first_name: Jakob full_name: Kühnen, Jakob id: 3A47AE32-F248-11E8-B48F-1D18A9856A87 last_name: Kühnen orcid: 0000-0003-4312-0179 - first_name: P full_name: Braunshier, P last_name: Braunshier - first_name: M full_name: Schwegel, M last_name: Schwegel - first_name: Hendrik full_name: Kuhlmann, Hendrik last_name: Kuhlmann - first_name: Björn full_name: Hof, Björn id: 3A374330-F248-11E8-B48F-1D18A9856A87 last_name: Hof orcid: 0000-0003-2057-2754 citation: ama: Kühnen J, Braunshier P, Schwegel M, Kuhlmann H, Hof B. Subcritical versus supercritical transition to turbulence in curved pipes. Journal of Fluid Mechanics. 2015;770(5). doi:10.1017/jfm.2015.184 apa: Kühnen, J., Braunshier, P., Schwegel, M., Kuhlmann, H., & Hof, B. (2015). Subcritical versus supercritical transition to turbulence in curved pipes. Journal of Fluid Mechanics. Cambridge University Press. https://doi.org/10.1017/jfm.2015.184 chicago: Kühnen, Jakob, P Braunshier, M Schwegel, Hendrik Kuhlmann, and Björn Hof. “Subcritical versus Supercritical Transition to Turbulence in Curved Pipes.” Journal of Fluid Mechanics. Cambridge University Press, 2015. https://doi.org/10.1017/jfm.2015.184. ieee: J. Kühnen, P. Braunshier, M. Schwegel, H. Kuhlmann, and B. Hof, “Subcritical versus supercritical transition to turbulence in curved pipes,” Journal of Fluid Mechanics, vol. 770, no. 5. Cambridge University Press, 2015. ista: Kühnen J, Braunshier P, Schwegel M, Kuhlmann H, Hof B. 2015. Subcritical versus supercritical transition to turbulence in curved pipes. Journal of Fluid Mechanics. 770(5), R3. mla: Kühnen, Jakob, et al. “Subcritical versus Supercritical Transition to Turbulence in Curved Pipes.” Journal of Fluid Mechanics, vol. 770, no. 5, R3, Cambridge University Press, 2015, doi:10.1017/jfm.2015.184. short: J. Kühnen, P. Braunshier, M. Schwegel, H. Kuhlmann, B. Hof, Journal of Fluid Mechanics 770 (2015). date_created: 2018-12-11T11:54:17Z date_published: 2015-04-08T00:00:00Z date_updated: 2021-01-12T06:53:31Z day: '08' department: - _id: BjHo doi: 10.1017/jfm.2015.184 ec_funded: 1 external_id: arxiv: - '1508.06559' intvolume: ' 770' issue: '5' language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/abs/1508.06559 month: '04' oa: 1 oa_version: Preprint project: - _id: 25152F3A-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '306589' name: Decoding the complexity of turbulence at its origin publication: Journal of Fluid Mechanics publication_status: published publisher: Cambridge University Press publist_id: '5265' quality_controlled: '1' scopus_import: 1 status: public title: Subcritical versus supercritical transition to turbulence in curved pipes type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 770 year: '2015' ... --- _id: '1848' abstract: - lang: eng text: The ability to escape apoptosis is a hallmark of cancer-initiating cells and a key factor of resistance to oncolytic therapy. Here, we identify FAM96A as a ubiquitous, evolutionarily conserved apoptosome-activating protein and investigate its potential pro-apoptotic tumor suppressor function in gastrointestinal stromal tumors (GISTs). Interaction between FAM96A and apoptotic peptidase activating factor 1 (APAF1) was identified in yeast two-hybrid screen and further studied by deletion mutants, glutathione-S-transferase pull-down, co-immunoprecipitation and immunofluorescence. Effects of FAM96A overexpression and knock-down on apoptosis sensitivity were examined in cancer cells and zebrafish embryos. Expression of FAM96A in GISTs and histogenetically related cells including interstitial cells of Cajal (ICCs), “fibroblast-like cells” (FLCs) and ICC stem cells (ICC-SCs) was investigated by Northern blotting, reverse transcription—polymerase chain reaction, immunohistochemistry and Western immunoblotting. Tumorigenicity of GIST cells and transformed murine ICC-SCs stably transduced to re-express FAM96A was studied by xeno- and allografting into immunocompromised mice. FAM96A was found to bind APAF1 and to enhance the induction of mitochondrial apoptosis. FAM96A protein or mRNA was dramatically reduced or lost in 106 of 108 GIST samples representing three independent patient cohorts. Whereas ICCs, ICC-SCs and FLCs, the presumed normal counterparts of GIST, were found to robustly express FAM96A protein and mRNA, FAM96A expression was much reduced in tumorigenic ICC-SCs. Re-expression of FAM96A in GIST cells and transformed ICC-SCs increased apoptosis sensitivity and diminished tumorigenicity. Our data suggest FAM96A is a novel pro-apoptotic tumor suppressor that is lost during GIST tumorigenesis. article_processing_charge: No article_type: original author: - first_name: Bettina full_name: Schwamb, Bettina last_name: Schwamb - first_name: Robert full_name: Pick, Robert last_name: Pick - first_name: Sara full_name: Fernández, Sara last_name: Fernández - first_name: Kirsten full_name: Völp, Kirsten last_name: Völp - first_name: Jan full_name: Heering, Jan last_name: Heering - first_name: Volker full_name: Dötsch, Volker last_name: Dötsch - first_name: Susanne full_name: Bösser, Susanne last_name: Bösser - first_name: Jennifer full_name: Jung, Jennifer last_name: Jung - first_name: Rasa full_name: Beinoravičiute Kellner, Rasa last_name: Beinoravičiute Kellner - first_name: Josephine full_name: Wesely, Josephine last_name: Wesely - first_name: Inka full_name: Zörnig, Inka last_name: Zörnig - first_name: Matthias full_name: Hammerschmidt, Matthias last_name: Hammerschmidt - first_name: Matthias full_name: Nowak, Matthias id: 30845DAA-F248-11E8-B48F-1D18A9856A87 last_name: Nowak - first_name: Roland full_name: Penzel, Roland last_name: Penzel - first_name: Kurt full_name: Zatloukal, Kurt last_name: Zatloukal - first_name: Stefan full_name: Joos, Stefan last_name: Joos - first_name: Ralf full_name: Rieker, Ralf last_name: Rieker - first_name: Abbas full_name: Agaimy, Abbas last_name: Agaimy - first_name: Stephan full_name: Söder, Stephan last_name: Söder - first_name: Kmarie full_name: Reid Lombardo, Kmarie last_name: Reid Lombardo - first_name: Michael full_name: Kendrick, Michael last_name: Kendrick - first_name: Michael full_name: Bardsley, Michael last_name: Bardsley - first_name: Yujiro full_name: Hayashi, Yujiro last_name: Hayashi - first_name: David full_name: Asuzu, David last_name: Asuzu - first_name: Sabriya full_name: Syed, Sabriya last_name: Syed - first_name: Tamás full_name: Ördög, Tamás last_name: Ördög - first_name: Martin full_name: Zörnig, Martin last_name: Zörnig citation: ama: Schwamb B, Pick R, Fernández S, et al. FAM96A is a novel pro-apoptotic tumor suppressor in gastrointestinal stromal tumors. International Journal of Cancer. 2015;137(6):1318-1329. doi:10.1002/ijc.29498 apa: Schwamb, B., Pick, R., Fernández, S., Völp, K., Heering, J., Dötsch, V., … Zörnig, M. (2015). FAM96A is a novel pro-apoptotic tumor suppressor in gastrointestinal stromal tumors. International Journal of Cancer. Wiley. https://doi.org/10.1002/ijc.29498 chicago: Schwamb, Bettina, Robert Pick, Sara Fernández, Kirsten Völp, Jan Heering, Volker Dötsch, Susanne Bösser, et al. “FAM96A Is a Novel Pro-Apoptotic Tumor Suppressor in Gastrointestinal Stromal Tumors.” International Journal of Cancer. Wiley, 2015. https://doi.org/10.1002/ijc.29498. ieee: B. Schwamb et al., “FAM96A is a novel pro-apoptotic tumor suppressor in gastrointestinal stromal tumors,” International Journal of Cancer, vol. 137, no. 6. Wiley, pp. 1318–1329, 2015. ista: Schwamb B, Pick R, Fernández S, Völp K, Heering J, Dötsch V, Bösser S, Jung J, Beinoravičiute Kellner R, Wesely J, Zörnig I, Hammerschmidt M, Nowak M, Penzel R, Zatloukal K, Joos S, Rieker R, Agaimy A, Söder S, Reid Lombardo K, Kendrick M, Bardsley M, Hayashi Y, Asuzu D, Syed S, Ördög T, Zörnig M. 2015. FAM96A is a novel pro-apoptotic tumor suppressor in gastrointestinal stromal tumors. International Journal of Cancer. 137(6), 1318–1329. mla: Schwamb, Bettina, et al. “FAM96A Is a Novel Pro-Apoptotic Tumor Suppressor in Gastrointestinal Stromal Tumors.” International Journal of Cancer, vol. 137, no. 6, Wiley, 2015, pp. 1318–29, doi:10.1002/ijc.29498. short: B. Schwamb, R. Pick, S. Fernández, K. Völp, J. Heering, V. Dötsch, S. Bösser, J. Jung, R. Beinoravičiute Kellner, J. Wesely, I. Zörnig, M. Hammerschmidt, M. Nowak, R. Penzel, K. Zatloukal, S. Joos, R. Rieker, A. Agaimy, S. Söder, K. Reid Lombardo, M. Kendrick, M. Bardsley, Y. Hayashi, D. Asuzu, S. Syed, T. Ördög, M. Zörnig, International Journal of Cancer 137 (2015) 1318–1329. date_created: 2018-12-11T11:54:20Z date_published: 2015-09-01T00:00:00Z date_updated: 2021-01-12T06:53:36Z day: '01' department: - _id: LifeSc doi: 10.1002/ijc.29498 external_id: pmid: - '25716227' intvolume: ' 137' issue: '6' language: - iso: eng main_file_link: - open_access: '1' url: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4497860/ month: '09' oa: 1 oa_version: Submitted Version page: 1318 - 1329 pmid: 1 publication: International Journal of Cancer publication_status: published publisher: Wiley publist_id: '5253' quality_controlled: '1' scopus_import: 1 status: public title: FAM96A is a novel pro-apoptotic tumor suppressor in gastrointestinal stromal tumors type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 137 year: '2015' ... --- _id: '1846' abstract: - lang: eng text: Modal transition systems (MTS) is a well-studied specification formalism of reactive systems supporting a step-wise refinement methodology. Despite its many advantages, the formalism as well as its currently known extensions are incapable of expressing some practically needed aspects in the refinement process like exclusive, conditional and persistent choices. We introduce a new model called parametric modal transition systems (PMTS) together with a general modal refinement notion that overcomes many of the limitations. We investigate the computational complexity of modal and thorough refinement checking on PMTS and its subclasses and provide a direct encoding of the modal refinement problem into quantified Boolean formulae, allowing us to employ state-of-the-art QBF solvers for modal refinement checking. The experiments we report on show that the feasibility of refinement checking is more influenced by the degree of nondeterminism rather than by the syntactic restrictions on the types of formulae allowed in the description of the PMTS. article_processing_charge: No article_type: original author: - first_name: Nikola full_name: Beneš, Nikola last_name: Beneš - first_name: Jan full_name: Kretinsky, Jan id: 44CEF464-F248-11E8-B48F-1D18A9856A87 last_name: Kretinsky orcid: 0000-0002-8122-2881 - first_name: Kim full_name: Larsen, Kim last_name: Larsen - first_name: Mikael full_name: Möller, Mikael last_name: Möller - first_name: Salomon full_name: Sickert, Salomon last_name: Sickert - first_name: Jiří full_name: Srba, Jiří last_name: Srba citation: ama: Beneš N, Kretinsky J, Larsen K, Möller M, Sickert S, Srba J. Refinement checking on parametric modal transition systems. Acta Informatica. 2015;52(2-3):269-297. doi:10.1007/s00236-015-0215-4 apa: Beneš, N., Kretinsky, J., Larsen, K., Möller, M., Sickert, S., & Srba, J. (2015). Refinement checking on parametric modal transition systems. Acta Informatica. Springer. https://doi.org/10.1007/s00236-015-0215-4 chicago: Beneš, Nikola, Jan Kretinsky, Kim Larsen, Mikael Möller, Salomon Sickert, and Jiří Srba. “Refinement Checking on Parametric Modal Transition Systems.” Acta Informatica. Springer, 2015. https://doi.org/10.1007/s00236-015-0215-4. ieee: N. Beneš, J. Kretinsky, K. Larsen, M. Möller, S. Sickert, and J. Srba, “Refinement checking on parametric modal transition systems,” Acta Informatica, vol. 52, no. 2–3. Springer, pp. 269–297, 2015. ista: Beneš N, Kretinsky J, Larsen K, Möller M, Sickert S, Srba J. 2015. Refinement checking on parametric modal transition systems. Acta Informatica. 52(2–3), 269–297. mla: Beneš, Nikola, et al. “Refinement Checking on Parametric Modal Transition Systems.” Acta Informatica, vol. 52, no. 2–3, Springer, 2015, pp. 269–97, doi:10.1007/s00236-015-0215-4. short: N. Beneš, J. Kretinsky, K. Larsen, M. Möller, S. Sickert, J. Srba, Acta Informatica 52 (2015) 269–297. date_created: 2018-12-11T11:54:20Z date_published: 2015-04-01T00:00:00Z date_updated: 2021-01-12T06:53:35Z day: '01' ddc: - '000' department: - _id: ToHe - _id: KrCh doi: 10.1007/s00236-015-0215-4 ec_funded: 1 file: - access_level: open_access checksum: fb4037ddc4fc05f33080dd3547ede350 content_type: application/pdf creator: dernst date_created: 2020-05-15T08:57:44Z date_updated: 2020-07-14T12:45:19Z file_id: '7854' file_name: 2015_ActaInfo_Benes.pdf file_size: 488482 relation: main_file file_date_updated: 2020-07-14T12:45:19Z has_accepted_license: '1' intvolume: ' 52' issue: 2-3 language: - iso: eng month: '04' oa: 1 oa_version: Submitted Version page: 269 - 297 project: - _id: 25EE3708-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '267989' name: Quantitative Reactive Modeling - _id: 25832EC2-B435-11E9-9278-68D0E5697425 call_identifier: FWF grant_number: S 11407_N23 name: Rigorous Systems Engineering publication: Acta Informatica publication_status: published publisher: Springer publist_id: '5255' quality_controlled: '1' scopus_import: 1 status: public title: Refinement checking on parametric modal transition systems type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 52 year: '2015' ... --- _id: '1845' abstract: - lang: eng text: Based on extrapolation from excitatory synapses, it is often assumed that depletion of the releasable pool of synaptic vesicles is the main factor underlying depression at inhibitory synapses. In this issue of Neuron, using subcellular patch-clamp recording from inhibitory presynaptic terminals, Kawaguchi and Sakaba (2015) show that at Purkinje cell-deep cerebellar nuclei neuron synapses, changes in presynaptic action potential waveform substantially contribute to synaptic depression. Based on extrapolation from excitatory synapses, it is often assumed that depletion of the releasable pool of synaptic vesicles is the main factor underlying depression at inhibitory synapses. In this issue of Neuron, using subcellular patch-clamp recording from inhibitory presynaptic terminals, Kawaguchi and Sakaba (2015) show that at Purkinje cell-deep cerebellar nuclei neuron synapses, changes in presynaptic action potential waveform substantially contribute to synaptic depression. article_processing_charge: No author: - first_name: David H full_name: Vandael, David H id: 3AE48E0A-F248-11E8-B48F-1D18A9856A87 last_name: Vandael orcid: 0000-0001-7577-1676 - first_name: 'Claudia ' full_name: 'Espinoza Martinez, Claudia ' id: 31FFEE2E-F248-11E8-B48F-1D18A9856A87 last_name: Espinoza Martinez orcid: 0000-0003-4710-2082 - first_name: Peter M full_name: Jonas, Peter M id: 353C1B58-F248-11E8-B48F-1D18A9856A87 last_name: Jonas orcid: 0000-0001-5001-4804 citation: ama: Vandael DH, Espinoza Martinez C, Jonas PM. Excitement about inhibitory presynaptic terminals. Neuron. 2015;85(6):1149-1151. doi:10.1016/j.neuron.2015.03.006 apa: Vandael, D. H., Espinoza Martinez, C., & Jonas, P. M. (2015). Excitement about inhibitory presynaptic terminals. Neuron. Elsevier. https://doi.org/10.1016/j.neuron.2015.03.006 chicago: Vandael, David H, Claudia Espinoza Martinez, and Peter M Jonas. “Excitement about Inhibitory Presynaptic Terminals.” Neuron. Elsevier, 2015. https://doi.org/10.1016/j.neuron.2015.03.006. ieee: D. H. Vandael, C. Espinoza Martinez, and P. M. Jonas, “Excitement about inhibitory presynaptic terminals,” Neuron, vol. 85, no. 6. Elsevier, pp. 1149–1151, 2015. ista: Vandael DH, Espinoza Martinez C, Jonas PM. 2015. Excitement about inhibitory presynaptic terminals. Neuron. 85(6), 1149–1151. mla: Vandael, David H., et al. “Excitement about Inhibitory Presynaptic Terminals.” Neuron, vol. 85, no. 6, Elsevier, 2015, pp. 1149–51, doi:10.1016/j.neuron.2015.03.006. short: D.H. Vandael, C. Espinoza Martinez, P.M. Jonas, Neuron 85 (2015) 1149–1151. date_created: 2018-12-11T11:54:19Z date_published: 2015-03-18T00:00:00Z date_updated: 2021-10-08T09:07:34Z day: '18' ddc: - '570' department: - _id: PeJo doi: 10.1016/j.neuron.2015.03.006 file: - access_level: open_access checksum: d1808550e376a0eca2a950fda017cfa6 content_type: application/pdf creator: system date_created: 2018-12-12T10:16:07Z date_updated: 2020-07-14T12:45:19Z file_id: '5192' file_name: IST-2017-822-v1+1_Perspective_Fig__Final.pdf file_size: 411832 relation: main_file - access_level: open_access checksum: a279f4ae61e6c8f33d68f69a0d02097d content_type: application/pdf creator: system date_created: 2018-12-12T10:16:07Z date_updated: 2020-07-14T12:45:19Z file_id: '5193' file_name: IST-2017-822-v1+2_Perspective_Final2.pdf file_size: 100769 relation: main_file file_date_updated: 2020-07-14T12:45:19Z has_accepted_license: '1' intvolume: ' 85' issue: '6' language: - iso: eng license: https://creativecommons.org/licenses/by-nc/4.0/ month: '03' oa: 1 oa_version: Published Version page: 1149 - 1151 publication: Neuron publication_status: published publisher: Elsevier publist_id: '5256' pubrep_id: '822' quality_controlled: '1' scopus_import: '1' status: public title: Excitement about inhibitory presynaptic terminals tmp: image: /images/cc_by_nc.png legal_code_url: https://creativecommons.org/licenses/by-nc/4.0/legalcode name: Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) short: CC BY-NC (4.0) type: journal_article user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9 volume: 85 year: '2015' ... --- _id: '1840' abstract: - lang: eng text: In this paper, we present a method for reducing a regular, discrete-time Markov chain (DTMC) to another DTMC with a given, typically much smaller number of states. The cost of reduction is defined as the Kullback-Leibler divergence rate between a projection of the original process through a partition function and a DTMC on the correspondingly partitioned state space. Finding the reduced model with minimal cost is computationally expensive, as it requires an exhaustive search among all state space partitions, and an exact evaluation of the reduction cost for each candidate partition. Our approach deals with the latter problem by minimizing an upper bound on the reduction cost instead of minimizing the exact cost. The proposed upper bound is easy to compute and it is tight if the original chain is lumpable with respect to the partition. Then, we express the problem in the form of information bottleneck optimization, and propose using the agglomerative information bottleneck algorithm for searching a suboptimal partition greedily, rather than exhaustively. The theory is illustrated with examples and one application scenario in the context of modeling bio-molecular interactions. acknowledgement: "This work was supported by the Austrian Research Association under Project 06/12684, by the Swiss National Science Foundation (SNSF) under Grant PP00P2 128503/1, by the SystemsX.ch (the Swiss Inititative for Systems Biology), and by a SNSF Early Postdoc.Mobility Fellowship grant P2EZP2_148797.\r\n" author: - first_name: Bernhard full_name: Geiger, Bernhard last_name: Geiger - first_name: Tatjana full_name: Petrov, Tatjana id: 3D5811FC-F248-11E8-B48F-1D18A9856A87 last_name: Petrov orcid: 0000-0002-9041-0905 - first_name: Gernot full_name: Kubin, Gernot last_name: Kubin - first_name: Heinz full_name: Koeppl, Heinz last_name: Koeppl citation: ama: Geiger B, Petrov T, Kubin G, Koeppl H. Optimal Kullback-Leibler aggregation via information bottleneck. IEEE Transactions on Automatic Control. 2015;60(4):1010-1022. doi:10.1109/TAC.2014.2364971 apa: Geiger, B., Petrov, T., Kubin, G., & Koeppl, H. (2015). Optimal Kullback-Leibler aggregation via information bottleneck. IEEE Transactions on Automatic Control. IEEE. https://doi.org/10.1109/TAC.2014.2364971 chicago: Geiger, Bernhard, Tatjana Petrov, Gernot Kubin, and Heinz Koeppl. “Optimal Kullback-Leibler Aggregation via Information Bottleneck.” IEEE Transactions on Automatic Control. IEEE, 2015. https://doi.org/10.1109/TAC.2014.2364971. ieee: B. Geiger, T. Petrov, G. Kubin, and H. Koeppl, “Optimal Kullback-Leibler aggregation via information bottleneck,” IEEE Transactions on Automatic Control, vol. 60, no. 4. IEEE, pp. 1010–1022, 2015. ista: Geiger B, Petrov T, Kubin G, Koeppl H. 2015. Optimal Kullback-Leibler aggregation via information bottleneck. IEEE Transactions on Automatic Control. 60(4), 1010–1022. mla: Geiger, Bernhard, et al. “Optimal Kullback-Leibler Aggregation via Information Bottleneck.” IEEE Transactions on Automatic Control, vol. 60, no. 4, IEEE, 2015, pp. 1010–22, doi:10.1109/TAC.2014.2364971. short: B. Geiger, T. Petrov, G. Kubin, H. Koeppl, IEEE Transactions on Automatic Control 60 (2015) 1010–1022. date_created: 2018-12-11T11:54:18Z date_published: 2015-04-01T00:00:00Z date_updated: 2021-01-12T06:53:33Z day: '01' department: - _id: CaGu - _id: ToHe doi: 10.1109/TAC.2014.2364971 intvolume: ' 60' issue: '4' language: - iso: eng main_file_link: - open_access: '1' url: http://arxiv.org/abs/1304.6603 month: '04' oa: 1 oa_version: Preprint page: 1010 - 1022 publication: IEEE Transactions on Automatic Control publication_identifier: issn: - 0018-9286 publication_status: published publisher: IEEE publist_id: '5262' quality_controlled: '1' scopus_import: 1 status: public title: Optimal Kullback-Leibler aggregation via information bottleneck type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 60 year: '2015' ... --- _id: '1841' abstract: - lang: eng text: We propose a new family of message passing techniques for MAP estimation in graphical models which we call Sequential Reweighted Message Passing (SRMP). Special cases include well-known techniques such as Min-Sum Diffusion (MSD) and a faster Sequential Tree-Reweighted Message Passing (TRW-S). Importantly, our derivation is simpler than the original derivation of TRW-S, and does not involve a decomposition into trees. This allows easy generalizations. The new family of algorithms can be viewed as a generalization of TRW-S from pairwise to higher-order graphical models. We test SRMP on several real-world problems with promising results. author: - first_name: Vladimir full_name: Kolmogorov, Vladimir id: 3D50B0BA-F248-11E8-B48F-1D18A9856A87 last_name: Kolmogorov citation: ama: Kolmogorov V. A new look at reweighted message passing. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2015;37(5):919-930. doi:10.1109/TPAMI.2014.2363465 apa: Kolmogorov, V. (2015). A new look at reweighted message passing. IEEE Transactions on Pattern Analysis and Machine Intelligence. IEEE. https://doi.org/10.1109/TPAMI.2014.2363465 chicago: Kolmogorov, Vladimir. “A New Look at Reweighted Message Passing.” IEEE Transactions on Pattern Analysis and Machine Intelligence. IEEE, 2015. https://doi.org/10.1109/TPAMI.2014.2363465. ieee: V. Kolmogorov, “A new look at reweighted message passing,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 37, no. 5. IEEE, pp. 919–930, 2015. ista: Kolmogorov V. 2015. A new look at reweighted message passing. IEEE Transactions on Pattern Analysis and Machine Intelligence. 37(5), 919–930. mla: Kolmogorov, Vladimir. “A New Look at Reweighted Message Passing.” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 37, no. 5, IEEE, 2015, pp. 919–30, doi:10.1109/TPAMI.2014.2363465. short: V. Kolmogorov, IEEE Transactions on Pattern Analysis and Machine Intelligence 37 (2015) 919–930. date_created: 2018-12-11T11:54:18Z date_published: 2015-05-01T00:00:00Z date_updated: 2021-01-12T06:53:33Z day: '01' department: - _id: VlKo doi: 10.1109/TPAMI.2014.2363465 ec_funded: 1 intvolume: ' 37' issue: '5' language: - iso: eng main_file_link: - open_access: '1' url: http://arxiv.org/abs/1309.5655 month: '05' oa: 1 oa_version: Preprint page: 919 - 930 project: - _id: 25FBA906-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '616160' name: 'Discrete Optimization in Computer Vision: Theory and Practice' publication: IEEE Transactions on Pattern Analysis and Machine Intelligence publication_status: published publisher: IEEE publist_id: '5261' quality_controlled: '1' scopus_import: 1 status: public title: A new look at reweighted message passing type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 37 year: '2015' ... --- _id: '1849' abstract: - lang: eng text: 'Cell polarity is a fundamental property of pro- and eukaryotic cells. It is necessary for coordination of cell division, cell morphogenesis and signaling processes. How polarity is generated and maintained is a complex issue governed by interconnected feed-back regulations between small GTPase signaling and membrane tension-based signaling that controls membrane trafficking, and cytoskeleton organization and dynamics. Here, we will review the potential role for calcium as a crucial signal that connects and coordinates the respective processes during polarization processes in plants. This article is part of a Special Issue entitled: 13th European Symposium on Calcium.' acknowledgement: The contributing authors were supported by the Ghent University Special Research Fund (to E.H.), the Interuniversity Attraction Poles Programme (IAP VI/33 and IUAP P7/29 ‘MARS’), the European Research Council (project ERC-2011-StG-20101109-PSDP, to J.F.), and the Research Foundation Flanders (to S.V.). author: - first_name: Ellie full_name: Himschoot, Ellie last_name: Himschoot - first_name: Tom full_name: Beeckman, Tom last_name: Beeckman - first_name: Jiřĺ full_name: Friml, Jiřĺ id: 4159519E-F248-11E8-B48F-1D18A9856A87 last_name: Friml orcid: 0000-0002-8302-7596 - first_name: Steffen full_name: Vanneste, Steffen last_name: Vanneste citation: ama: Himschoot E, Beeckman T, Friml J, Vanneste S. Calcium is an organizer of cell polarity in plants. Biochimica et Biophysica Acta - Molecular Cell Research. 2015;1853(9):2168-2172. doi:10.1016/j.bbamcr.2015.02.017 apa: Himschoot, E., Beeckman, T., Friml, J., & Vanneste, S. (2015). Calcium is an organizer of cell polarity in plants. Biochimica et Biophysica Acta - Molecular Cell Research. Elsevier. https://doi.org/10.1016/j.bbamcr.2015.02.017 chicago: Himschoot, Ellie, Tom Beeckman, Jiří Friml, and Steffen Vanneste. “Calcium Is an Organizer of Cell Polarity in Plants.” Biochimica et Biophysica Acta - Molecular Cell Research. Elsevier, 2015. https://doi.org/10.1016/j.bbamcr.2015.02.017. ieee: E. Himschoot, T. Beeckman, J. Friml, and S. Vanneste, “Calcium is an organizer of cell polarity in plants,” Biochimica et Biophysica Acta - Molecular Cell Research, vol. 1853, no. 9. Elsevier, pp. 2168–2172, 2015. ista: Himschoot E, Beeckman T, Friml J, Vanneste S. 2015. Calcium is an organizer of cell polarity in plants. Biochimica et Biophysica Acta - Molecular Cell Research. 1853(9), 2168–2172. mla: Himschoot, Ellie, et al. “Calcium Is an Organizer of Cell Polarity in Plants.” Biochimica et Biophysica Acta - Molecular Cell Research, vol. 1853, no. 9, Elsevier, 2015, pp. 2168–72, doi:10.1016/j.bbamcr.2015.02.017. short: E. Himschoot, T. Beeckman, J. Friml, S. Vanneste, Biochimica et Biophysica Acta - Molecular Cell Research 1853 (2015) 2168–2172. date_created: 2018-12-11T11:54:21Z date_published: 2015-09-01T00:00:00Z date_updated: 2021-01-12T06:53:36Z day: '01' department: - _id: JiFr doi: 10.1016/j.bbamcr.2015.02.017 intvolume: ' 1853' issue: '9' language: - iso: eng month: '09' oa_version: None page: 2168 - 2172 publication: Biochimica et Biophysica Acta - Molecular Cell Research publication_status: published publisher: Elsevier publist_id: '5252' quality_controlled: '1' scopus_import: 1 status: public title: Calcium is an organizer of cell polarity in plants type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 1853 year: '2015' ... --- _id: '1847' acknowledgement: This work was supported by the European Research Council (project ERC-2011-StG-20101109-PSDP), European Social Fund (CZ.1.07/2.3.00/20.0043), and the Czech Science Foundation GAČR (GA13-40637S). author: - first_name: Peter full_name: Grones, Peter id: 399876EC-F248-11E8-B48F-1D18A9856A87 last_name: Grones - first_name: Jiřĺ full_name: Friml, Jiřĺ id: 4159519E-F248-11E8-B48F-1D18A9856A87 last_name: Friml orcid: 0000-0002-8302-7596 citation: ama: 'Grones P, Friml J. ABP1: Finally docking. Molecular Plant. 2015;8(3):356-358. doi:10.1016/j.molp.2014.12.013' apa: 'Grones, P., & Friml, J. (2015). ABP1: Finally docking. Molecular Plant. Elsevier. https://doi.org/10.1016/j.molp.2014.12.013' chicago: 'Grones, Peter, and Jiří Friml. “ABP1: Finally Docking.” Molecular Plant. Elsevier, 2015. https://doi.org/10.1016/j.molp.2014.12.013.' ieee: 'P. Grones and J. Friml, “ABP1: Finally docking,” Molecular Plant, vol. 8, no. 3. Elsevier, pp. 356–358, 2015.' ista: 'Grones P, Friml J. 2015. ABP1: Finally docking. Molecular Plant. 8(3), 356–358.' mla: 'Grones, Peter, and Jiří Friml. “ABP1: Finally Docking.” Molecular Plant, vol. 8, no. 3, Elsevier, 2015, pp. 356–58, doi:10.1016/j.molp.2014.12.013.' short: P. Grones, J. Friml, Molecular Plant 8 (2015) 356–358. date_created: 2018-12-11T11:54:20Z date_published: 2015-03-02T00:00:00Z date_updated: 2021-01-12T06:53:35Z day: '02' department: - _id: JiFr doi: 10.1016/j.molp.2014.12.013 intvolume: ' 8' issue: '3' language: - iso: eng month: '03' oa_version: None page: 356 - 358 publication: Molecular Plant publication_status: published publisher: Elsevier publist_id: '5254' quality_controlled: '1' scopus_import: 1 status: public title: 'ABP1: Finally docking' type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 8 year: '2015' ... --- _id: '1850' abstract: - lang: eng text: 'Entomopathogenic fungi are potent biocontrol agents that are widely used against insect pests, many of which are social insects. Nevertheless, theoretical investigations of their particular life history are scarce. We develop a model that takes into account the main distinguishing features between traditionally studied diseases and obligate killing pathogens, like the (biocontrol-relevant) insect-pathogenic fungi Metarhizium and Beauveria. First, obligate killing entomopathogenic fungi produce new infectious particles (conidiospores) only after host death and not yet on the living host. Second, the killing rates of entomopathogenic fungi depend strongly on the initial exposure dosage, thus we explicitly consider the pathogen load of individual hosts. Further, we make the model applicable not only to solitary host species, but also to group living species by incorporating social interactions between hosts, like the collective disease defences of insect societies. Our results identify the optimal killing rate for the pathogen that minimises its invasion threshold. Furthermore, we find that the rate of contact between hosts has an ambivalent effect: dense interaction networks between individuals are considered to facilitate disease outbreaks because of increased pathogen transmission. In social insects, this is compensated by their collective disease defences, i.e., social immunity. For the type of pathogens considered here, we show that even without social immunity, high contact rates between live individuals dilute the pathogen in the host colony and hence can reduce individual pathogen loads below disease-causing levels.' author: - first_name: Sebastian full_name: Novak, Sebastian id: 461468AE-F248-11E8-B48F-1D18A9856A87 last_name: Novak - first_name: Sylvia full_name: Cremer, Sylvia id: 2F64EC8C-F248-11E8-B48F-1D18A9856A87 last_name: Cremer orcid: 0000-0002-2193-3868 citation: ama: 'Novak S, Cremer S. Fungal disease dynamics in insect societies: Optimal killing rates and the ambivalent effect of high social interaction rates. Journal of Theoretical Biology. 2015;372(5):54-64. doi:10.1016/j.jtbi.2015.02.018' apa: 'Novak, S., & Cremer, S. (2015). Fungal disease dynamics in insect societies: Optimal killing rates and the ambivalent effect of high social interaction rates. Journal of Theoretical Biology. Elsevier. https://doi.org/10.1016/j.jtbi.2015.02.018' chicago: 'Novak, Sebastian, and Sylvia Cremer. “Fungal Disease Dynamics in Insect Societies: Optimal Killing Rates and the Ambivalent Effect of High Social Interaction Rates.” Journal of Theoretical Biology. Elsevier, 2015. https://doi.org/10.1016/j.jtbi.2015.02.018.' ieee: 'S. Novak and S. Cremer, “Fungal disease dynamics in insect societies: Optimal killing rates and the ambivalent effect of high social interaction rates,” Journal of Theoretical Biology, vol. 372, no. 5. Elsevier, pp. 54–64, 2015.' ista: 'Novak S, Cremer S. 2015. Fungal disease dynamics in insect societies: Optimal killing rates and the ambivalent effect of high social interaction rates. Journal of Theoretical Biology. 372(5), 54–64.' mla: 'Novak, Sebastian, and Sylvia Cremer. “Fungal Disease Dynamics in Insect Societies: Optimal Killing Rates and the Ambivalent Effect of High Social Interaction Rates.” Journal of Theoretical Biology, vol. 372, no. 5, Elsevier, 2015, pp. 54–64, doi:10.1016/j.jtbi.2015.02.018.' short: S. Novak, S. Cremer, Journal of Theoretical Biology 372 (2015) 54–64. date_created: 2018-12-11T11:54:21Z date_published: 2015-05-07T00:00:00Z date_updated: 2021-01-12T06:53:37Z day: '07' ddc: - '576' department: - _id: NiBa - _id: SyCr doi: 10.1016/j.jtbi.2015.02.018 ec_funded: 1 file: - access_level: open_access checksum: 3c0dcacc900bc45cc65a453dfda4ca43 content_type: application/pdf creator: system date_created: 2018-12-12T10:18:07Z date_updated: 2020-07-14T12:45:19Z file_id: '5326' file_name: IST-2015-329-v1+1_manuscript.pdf file_size: 1546914 relation: main_file file_date_updated: 2020-07-14T12:45:19Z has_accepted_license: '1' intvolume: ' 372' issue: '5' language: - iso: eng month: '05' oa: 1 oa_version: Submitted Version page: 54 - 64 project: - _id: 25B07788-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '250152' name: Limits to selection in biology and in evolutionary computation - _id: 25DC711C-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '243071' name: 'Social Vaccination in Ant Colonies: from Individual Mechanisms to Society Effects' publication: Journal of Theoretical Biology publication_status: published publisher: Elsevier publist_id: '5251' pubrep_id: '329' quality_controlled: '1' scopus_import: 1 status: public title: 'Fungal disease dynamics in insect societies: Optimal killing rates and the ambivalent effect of high social interaction rates' type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 372 year: '2015' ... --- _id: '1851' abstract: - lang: eng text: We consider mating strategies for females who search for males sequentially during a season of limited length. We show that the best strategy rejects a given male type if encountered before a time-threshold but accepts him after. For frequency-independent benefits, we obtain the optimal time-thresholds explicitly for both discrete and continuous distributions of males, and allow for mistakes being made in assessing the correct male type. When the benefits are indirect (genes for the offspring) and the population is under frequency-dependent ecological selection, the benefits depend on the mating strategy of other females as well. This case is particularly relevant to speciation models that seek to explore the stability of reproductive isolation by assortative mating under frequency-dependent ecological selection. We show that the indirect benefits are to be quantified by the reproductive values of couples, and describe how the evolutionarily stable time-thresholds can be found. We conclude with an example based on the Levene model, in which we analyze the evolutionarily stable assortative mating strategies and the strength of reproductive isolation provided by them. article_processing_charge: No article_type: original author: - first_name: Tadeas full_name: Priklopil, Tadeas id: 3C869AA0-F248-11E8-B48F-1D18A9856A87 last_name: Priklopil - first_name: Eva full_name: Kisdi, Eva last_name: Kisdi - first_name: Mats full_name: Gyllenberg, Mats last_name: Gyllenberg citation: ama: Priklopil T, Kisdi E, Gyllenberg M. Evolutionarily stable mating decisions for sequentially searching females and the stability of reproductive isolation by assortative mating. Evolution. 2015;69(4):1015-1026. doi:10.1111/evo.12618 apa: Priklopil, T., Kisdi, E., & Gyllenberg, M. (2015). Evolutionarily stable mating decisions for sequentially searching females and the stability of reproductive isolation by assortative mating. Evolution. Wiley. https://doi.org/10.1111/evo.12618 chicago: Priklopil, Tadeas, Eva Kisdi, and Mats Gyllenberg. “Evolutionarily Stable Mating Decisions for Sequentially Searching Females and the Stability of Reproductive Isolation by Assortative Mating.” Evolution. Wiley, 2015. https://doi.org/10.1111/evo.12618. ieee: T. Priklopil, E. Kisdi, and M. Gyllenberg, “Evolutionarily stable mating decisions for sequentially searching females and the stability of reproductive isolation by assortative mating,” Evolution, vol. 69, no. 4. Wiley, pp. 1015–1026, 2015. ista: Priklopil T, Kisdi E, Gyllenberg M. 2015. Evolutionarily stable mating decisions for sequentially searching females and the stability of reproductive isolation by assortative mating. Evolution. 69(4), 1015–1026. mla: Priklopil, Tadeas, et al. “Evolutionarily Stable Mating Decisions for Sequentially Searching Females and the Stability of Reproductive Isolation by Assortative Mating.” Evolution, vol. 69, no. 4, Wiley, 2015, pp. 1015–26, doi:10.1111/evo.12618. short: T. Priklopil, E. Kisdi, M. Gyllenberg, Evolution 69 (2015) 1015–1026. date_created: 2018-12-11T11:54:21Z date_published: 2015-02-09T00:00:00Z date_updated: 2022-06-07T10:52:37Z day: '09' ddc: - '570' department: - _id: NiBa - _id: KrCh doi: 10.1111/evo.12618 ec_funded: 1 external_id: pmid: - '25662095' file: - access_level: open_access checksum: 1e8be0b1d7598a78cd2623d8ee8e7798 content_type: application/pdf creator: dernst date_created: 2020-05-15T09:05:34Z date_updated: 2020-07-14T12:45:19Z file_id: '7855' file_name: 2015_Evolution_Priklopil.pdf file_size: 967214 relation: main_file file_date_updated: 2020-07-14T12:45:19Z has_accepted_license: '1' intvolume: ' 69' issue: '4' language: - iso: eng month: '02' oa: 1 oa_version: Submitted Version page: 1015 - 1026 pmid: 1 project: - _id: 25681D80-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '291734' name: International IST Postdoc Fellowship Programme publication: Evolution publication_identifier: eissn: - 1558-5646 issn: - 0014-3820 publication_status: published publisher: Wiley publist_id: '5249' quality_controlled: '1' scopus_import: '1' status: public title: Evolutionarily stable mating decisions for sequentially searching females and the stability of reproductive isolation by assortative mating type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 69 year: '2015' ... --- _id: '1859' abstract: - lang: eng text: "Structural support vector machines (SSVMs) are amongst the best performing models for structured computer vision tasks, such as semantic image segmentation or human pose estimation. Training SSVMs, however, is computationally costly, because it requires repeated calls to a structured prediction subroutine (called \\emph{max-oracle}), which has to solve an optimization problem itself, e.g. a graph cut.\r\nIn this work, we introduce a new algorithm for SSVM training that is more efficient than earlier techniques when the max-oracle is computationally expensive, as it is frequently the case in computer vision tasks. The main idea is to (i) combine the recent stochastic Block-Coordinate Frank-Wolfe algorithm with efficient hyperplane caching, and (ii) use an automatic selection rule for deciding whether to call the exact max-oracle or to rely on an approximate one based on the cached hyperplanes.\r\nWe show experimentally that this strategy leads to faster convergence to the optimum with respect to the number of requires oracle calls, and that this translates into faster convergence with respect to the total runtime when the max-oracle is slow compared to the other steps of the algorithm. " author: - first_name: Neel full_name: Shah, Neel id: 31ABAF80-F248-11E8-B48F-1D18A9856A87 last_name: Shah - first_name: Vladimir full_name: Kolmogorov, Vladimir id: 3D50B0BA-F248-11E8-B48F-1D18A9856A87 last_name: Kolmogorov - first_name: Christoph full_name: Lampert, Christoph id: 40C20FD2-F248-11E8-B48F-1D18A9856A87 last_name: Lampert orcid: 0000-0001-8622-7887 citation: ama: 'Shah N, Kolmogorov V, Lampert C. A multi-plane block-coordinate Frank-Wolfe algorithm for training structural SVMs with a costly max-oracle. In: IEEE; 2015:2737-2745. doi:10.1109/CVPR.2015.7298890' apa: 'Shah, N., Kolmogorov, V., & Lampert, C. (2015). A multi-plane block-coordinate Frank-Wolfe algorithm for training structural SVMs with a costly max-oracle (pp. 2737–2745). Presented at the CVPR: Computer Vision and Pattern Recognition, Boston, MA, USA: IEEE. https://doi.org/10.1109/CVPR.2015.7298890' chicago: Shah, Neel, Vladimir Kolmogorov, and Christoph Lampert. “A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs with a Costly Max-Oracle,” 2737–45. IEEE, 2015. https://doi.org/10.1109/CVPR.2015.7298890. ieee: 'N. Shah, V. Kolmogorov, and C. Lampert, “A multi-plane block-coordinate Frank-Wolfe algorithm for training structural SVMs with a costly max-oracle,” presented at the CVPR: Computer Vision and Pattern Recognition, Boston, MA, USA, 2015, pp. 2737–2745.' ista: 'Shah N, Kolmogorov V, Lampert C. 2015. A multi-plane block-coordinate Frank-Wolfe algorithm for training structural SVMs with a costly max-oracle. CVPR: Computer Vision and Pattern Recognition, 2737–2745.' mla: Shah, Neel, et al. A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs with a Costly Max-Oracle. IEEE, 2015, pp. 2737–45, doi:10.1109/CVPR.2015.7298890. short: N. Shah, V. Kolmogorov, C. Lampert, in:, IEEE, 2015, pp. 2737–2745. conference: end_date: 2015-06-12 location: Boston, MA, USA name: 'CVPR: Computer Vision and Pattern Recognition' start_date: 2015-06-07 date_created: 2018-12-11T11:54:24Z date_published: 2015-06-01T00:00:00Z date_updated: 2021-01-12T06:53:40Z day: '01' department: - _id: VlKo - _id: ChLa doi: 10.1109/CVPR.2015.7298890 ec_funded: 1 language: - iso: eng main_file_link: - open_access: '1' url: http://arxiv.org/abs/1408.6804 month: '06' oa: 1 oa_version: Preprint page: 2737 - 2745 project: - _id: 2532554C-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '308036' name: Lifelong Learning of Visual Scene Understanding - _id: 25FBA906-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '616160' name: 'Discrete Optimization in Computer Vision: Theory and Practice' publication_status: published publisher: IEEE publist_id: '5240' quality_controlled: '1' scopus_import: 1 status: public title: A multi-plane block-coordinate Frank-Wolfe algorithm for training structural SVMs with a costly max-oracle type: conference user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 year: '2015' ... --- _id: '1860' abstract: - lang: eng text: Classifiers for object categorization are usually evaluated by their accuracy on a set of i.i.d. test examples. This provides us with an estimate of the expected error when applying the classifiers to a single new image. In real application, however, classifiers are rarely only used for a single image and then discarded. Instead, they are applied sequentially to many images, and these are typically not i.i.d. samples from a fixed data distribution, but they carry dependencies and their class distribution varies over time. In this work, we argue that the phenomenon of correlated data at prediction time is not a nuisance, but a blessing in disguise. We describe a probabilistic method for adapting classifiers at prediction time without having to retrain them. We also introduce a framework for creating realistically distributed image sequences, which offers a way to benchmark classifier adaptation methods, such as the one we propose. Experiments on the ILSVRC2010 and ILSVRC2012 datasets show that adapting object classification systems at prediction time can significantly reduce their error rate, even with no additional human feedback. author: - first_name: Amélie full_name: Royer, Amélie last_name: Royer - first_name: Christoph full_name: Lampert, Christoph id: 40C20FD2-F248-11E8-B48F-1D18A9856A87 last_name: Lampert orcid: 0000-0001-8622-7887 citation: ama: 'Royer A, Lampert C. Classifier adaptation at prediction time. In: IEEE; 2015:1401-1409. doi:10.1109/CVPR.2015.7298746' apa: 'Royer, A., & Lampert, C. (2015). Classifier adaptation at prediction time (pp. 1401–1409). Presented at the CVPR: Computer Vision and Pattern Recognition, Boston, MA, United States: IEEE. https://doi.org/10.1109/CVPR.2015.7298746' chicago: Royer, Amélie, and Christoph Lampert. “Classifier Adaptation at Prediction Time,” 1401–9. IEEE, 2015. https://doi.org/10.1109/CVPR.2015.7298746. ieee: 'A. Royer and C. Lampert, “Classifier adaptation at prediction time,” presented at the CVPR: Computer Vision and Pattern Recognition, Boston, MA, United States, 2015, pp. 1401–1409.' ista: 'Royer A, Lampert C. 2015. Classifier adaptation at prediction time. CVPR: Computer Vision and Pattern Recognition, 1401–1409.' mla: Royer, Amélie, and Christoph Lampert. Classifier Adaptation at Prediction Time. IEEE, 2015, pp. 1401–09, doi:10.1109/CVPR.2015.7298746. short: A. Royer, C. Lampert, in:, IEEE, 2015, pp. 1401–1409. conference: end_date: 2015-06-12 location: Boston, MA, United States name: 'CVPR: Computer Vision and Pattern Recognition' start_date: 2015-06-07 date_created: 2018-12-11T11:54:24Z date_published: 2015-06-01T00:00:00Z date_updated: 2021-01-12T06:53:41Z day: '01' department: - _id: ChLa doi: 10.1109/CVPR.2015.7298746 ec_funded: 1 language: - iso: eng main_file_link: - open_access: '1' url: http://www.cv-foundation.org/openaccess/content_cvpr_2015/papers/Royer_Classifier_Adaptation_at_2015_CVPR_paper.pdf month: '06' oa: 1 oa_version: Submitted Version page: 1401 - 1409 project: - _id: 2532554C-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '308036' name: Lifelong Learning of Visual Scene Understanding publication_status: published publisher: IEEE publist_id: '5239' quality_controlled: '1' scopus_import: 1 status: public title: Classifier adaptation at prediction time type: conference user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 year: '2015' ... --- _id: '1858' abstract: - lang: eng text: 'We study the problem of predicting the future, though only in the probabilistic sense of estimating a future state of a time-varying probability distribution. This is not only an interesting academic problem, but solving this extrapolation problem also has many practical application, e.g. for training classifiers that have to operate under time-varying conditions. Our main contribution is a method for predicting the next step of the time-varying distribution from a given sequence of sample sets from earlier time steps. For this we rely on two recent machine learning techniques: embedding probability distributions into a reproducing kernel Hilbert space, and learning operators by vector-valued regression. We illustrate the working principles and the practical usefulness of our method by experiments on synthetic and real data. We also highlight an exemplary application: training a classifier in a domain adaptation setting without having access to examples from the test time distribution at training time.' author: - first_name: Christoph full_name: Lampert, Christoph id: 40C20FD2-F248-11E8-B48F-1D18A9856A87 last_name: Lampert orcid: 0000-0001-8622-7887 citation: ama: 'Lampert C. Predicting the future behavior of a time-varying probability distribution. In: IEEE; 2015:942-950. doi:10.1109/CVPR.2015.7298696' apa: 'Lampert, C. (2015). Predicting the future behavior of a time-varying probability distribution (pp. 942–950). Presented at the CVPR: Computer Vision and Pattern Recognition, Boston, MA, United States: IEEE. https://doi.org/10.1109/CVPR.2015.7298696' chicago: Lampert, Christoph. “Predicting the Future Behavior of a Time-Varying Probability Distribution,” 942–50. IEEE, 2015. https://doi.org/10.1109/CVPR.2015.7298696. ieee: 'C. Lampert, “Predicting the future behavior of a time-varying probability distribution,” presented at the CVPR: Computer Vision and Pattern Recognition, Boston, MA, United States, 2015, pp. 942–950.' ista: 'Lampert C. 2015. Predicting the future behavior of a time-varying probability distribution. CVPR: Computer Vision and Pattern Recognition, 942–950.' mla: Lampert, Christoph. Predicting the Future Behavior of a Time-Varying Probability Distribution. IEEE, 2015, pp. 942–50, doi:10.1109/CVPR.2015.7298696. short: C. Lampert, in:, IEEE, 2015, pp. 942–950. conference: end_date: 2015-06-12 location: Boston, MA, United States name: 'CVPR: Computer Vision and Pattern Recognition' start_date: 2015-06-07 date_created: 2018-12-11T11:54:24Z date_published: 2015-10-15T00:00:00Z date_updated: 2021-01-12T06:53:40Z day: '15' department: - _id: ChLa doi: 10.1109/CVPR.2015.7298696 external_id: arxiv: - '1406.5362' language: - iso: eng main_file_link: - open_access: '1' url: https://arxiv.org/abs/1406.5362 month: '10' oa: 1 oa_version: Preprint page: 942 - 950 publication_status: published publisher: IEEE publist_id: '5241' quality_controlled: '1' scopus_import: 1 status: public title: Predicting the future behavior of a time-varying probability distribution type: conference user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 year: '2015' ... --- _id: '1857' abstract: - lang: eng text: 'Sharing information between multiple tasks enables algorithms to achieve good generalization performance even from small amounts of training data. However, in a realistic scenario of multi-task learning not all tasks are equally related to each other, hence it could be advantageous to transfer information only between the most related tasks. In this work we propose an approach that processes multiple tasks in a sequence with sharing between subsequent tasks instead of solving all tasks jointly. Subsequently, we address the question of curriculum learning of tasks, i.e. finding the best order of tasks to be learned. Our approach is based on a generalization bound criterion for choosing the task order that optimizes the average expected classification performance over all tasks. Our experimental results show that learning multiple related tasks sequentially can be more effective than learning them jointly, the order in which tasks are being solved affects the overall performance, and that our model is able to automatically discover the favourable order of tasks. ' author: - first_name: Anastasia full_name: Pentina, Anastasia id: 42E87FC6-F248-11E8-B48F-1D18A9856A87 last_name: Pentina - first_name: Viktoriia full_name: Sharmanska, Viktoriia id: 2EA6D09E-F248-11E8-B48F-1D18A9856A87 last_name: Sharmanska orcid: 0000-0003-0192-9308 - first_name: Christoph full_name: Lampert, Christoph id: 40C20FD2-F248-11E8-B48F-1D18A9856A87 last_name: Lampert orcid: 0000-0001-8622-7887 citation: ama: 'Pentina A, Sharmanska V, Lampert C. Curriculum learning of multiple tasks. In: IEEE; 2015:5492-5500. doi:10.1109/CVPR.2015.7299188' apa: 'Pentina, A., Sharmanska, V., & Lampert, C. (2015). Curriculum learning of multiple tasks (pp. 5492–5500). Presented at the CVPR: Computer Vision and Pattern Recognition, Boston, MA, United States: IEEE. https://doi.org/10.1109/CVPR.2015.7299188' chicago: Pentina, Anastasia, Viktoriia Sharmanska, and Christoph Lampert. “Curriculum Learning of Multiple Tasks,” 5492–5500. IEEE, 2015. https://doi.org/10.1109/CVPR.2015.7299188. ieee: 'A. Pentina, V. Sharmanska, and C. Lampert, “Curriculum learning of multiple tasks,” presented at the CVPR: Computer Vision and Pattern Recognition, Boston, MA, United States, 2015, pp. 5492–5500.' ista: 'Pentina A, Sharmanska V, Lampert C. 2015. Curriculum learning of multiple tasks. CVPR: Computer Vision and Pattern Recognition, 5492–5500.' mla: Pentina, Anastasia, et al. Curriculum Learning of Multiple Tasks. IEEE, 2015, pp. 5492–500, doi:10.1109/CVPR.2015.7299188. short: A. Pentina, V. Sharmanska, C. Lampert, in:, IEEE, 2015, pp. 5492–5500. conference: end_date: 2015-06-12 location: Boston, MA, United States name: 'CVPR: Computer Vision and Pattern Recognition' start_date: 2015-06-07 date_created: 2018-12-11T11:54:23Z date_published: 2015-06-01T00:00:00Z date_updated: 2023-02-23T10:17:31Z day: '01' department: - _id: ChLa doi: 10.1109/CVPR.2015.7299188 language: - iso: eng main_file_link: - open_access: '1' url: http://arxiv.org/abs/1412.1353 month: '06' oa: 1 oa_version: Preprint page: 5492 - 5500 publication_status: published publisher: IEEE publist_id: '5243' quality_controlled: '1' scopus_import: 1 status: public title: Curriculum learning of multiple tasks type: conference user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 year: '2015' ... --- _id: '1867' abstract: - lang: eng text: Cultured mammalian cells essential are model systems in basic biology research, production platforms of proteins for medical use, and testbeds in synthetic biology. Flavin cofactors, in particular flavin mononucleotide (FMN) and flavin adenine dinucleotide (FAD), are critical for cellular redox reactions and sense light in naturally occurring photoreceptors and optogenetic tools. Here, we quantified flavin contents of commonly used mammalian cell lines. We first compared three procedures for extraction of free and noncovalently protein-bound flavins and verified extraction using fluorescence spectroscopy. For separation, two CE methods with different BGEs were established, and detection was performed by LED-induced fluorescence with limit of detections (LODs 0.5-3.8 nM). We found that riboflavin (RF), FMN, and FAD contents varied significantly between cell lines. RF (3.1-14 amol/cell) and FAD (2.2-17.0 amol/cell) were the predominant flavins, while FMN (0.46-3.4 amol/cell) was found at markedly lower levels. Observed flavin contents agree with those previously extracted from mammalian tissues, yet reduced forms of RF were detected that were not described previously. Quantification of flavins in mammalian cell lines will allow a better understanding of cellular redox reactions and optogenetic tools. author: - first_name: Jens full_name: Hühner, Jens last_name: Hühner - first_name: Álvaro full_name: Inglés Prieto, Álvaro id: 2A9DB292-F248-11E8-B48F-1D18A9856A87 last_name: Inglés Prieto orcid: 0000-0002-5409-8571 - first_name: Christian full_name: Neusüß, Christian last_name: Neusüß - first_name: Michael full_name: Lämmerhofer, Michael last_name: Lämmerhofer - first_name: Harald L full_name: Janovjak, Harald L id: 33BA6C30-F248-11E8-B48F-1D18A9856A87 last_name: Janovjak orcid: 0000-0002-8023-9315 citation: ama: Hühner J, Inglés Prieto Á, Neusüß C, Lämmerhofer M, Janovjak HL. Quantification of riboflavin, flavin mononucleotide, and flavin adenine dinucleotide in mammalian model cells by CE with LED-induced fluorescence detection. Electrophoresis. 2015;36(4):518-525. doi:10.1002/elps.201400451 apa: Hühner, J., Inglés Prieto, Á., Neusüß, C., Lämmerhofer, M., & Janovjak, H. L. (2015). Quantification of riboflavin, flavin mononucleotide, and flavin adenine dinucleotide in mammalian model cells by CE with LED-induced fluorescence detection. Electrophoresis. Wiley. https://doi.org/10.1002/elps.201400451 chicago: Hühner, Jens, Álvaro Inglés Prieto, Christian Neusüß, Michael Lämmerhofer, and Harald L Janovjak. “Quantification of Riboflavin, Flavin Mononucleotide, and Flavin Adenine Dinucleotide in Mammalian Model Cells by CE with LED-Induced Fluorescence Detection.” Electrophoresis. Wiley, 2015. https://doi.org/10.1002/elps.201400451. ieee: J. Hühner, Á. Inglés Prieto, C. Neusüß, M. Lämmerhofer, and H. L. Janovjak, “Quantification of riboflavin, flavin mononucleotide, and flavin adenine dinucleotide in mammalian model cells by CE with LED-induced fluorescence detection,” Electrophoresis, vol. 36, no. 4. Wiley, pp. 518–525, 2015. ista: Hühner J, Inglés Prieto Á, Neusüß C, Lämmerhofer M, Janovjak HL. 2015. Quantification of riboflavin, flavin mononucleotide, and flavin adenine dinucleotide in mammalian model cells by CE with LED-induced fluorescence detection. Electrophoresis. 36(4), 518–525. mla: Hühner, Jens, et al. “Quantification of Riboflavin, Flavin Mononucleotide, and Flavin Adenine Dinucleotide in Mammalian Model Cells by CE with LED-Induced Fluorescence Detection.” Electrophoresis, vol. 36, no. 4, Wiley, 2015, pp. 518–25, doi:10.1002/elps.201400451. short: J. Hühner, Á. Inglés Prieto, C. Neusüß, M. Lämmerhofer, H.L. Janovjak, Electrophoresis 36 (2015) 518–525. date_created: 2018-12-11T11:54:26Z date_published: 2015-02-01T00:00:00Z date_updated: 2021-01-12T06:53:43Z day: '01' department: - _id: HaJa doi: 10.1002/elps.201400451 ec_funded: 1 intvolume: ' 36' issue: '4' language: - iso: eng month: '02' oa_version: None page: 518 - 525 project: - _id: 25548C20-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '303564' name: Microbial Ion Channels for Synthetic Neurobiology - _id: 255BFFFA-B435-11E9-9278-68D0E5697425 grant_number: RGY0084/2012 name: In situ real-time imaging of neurotransmitter signaling using designer optical sensors (HFSP Young Investigator) publication: Electrophoresis publication_status: published publisher: Wiley publist_id: '5230' pubrep_id: '836' quality_controlled: '1' scopus_import: 1 status: public title: Quantification of riboflavin, flavin mononucleotide, and flavin adenine dinucleotide in mammalian model cells by CE with LED-induced fluorescence detection type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 36 year: '2015' ... --- _id: '1865' abstract: - lang: eng text: The plant hormone auxin and its directional transport are known to play a crucial role in defining the embryonic axis and subsequent development of the body plan. Although the role of PIN auxin efflux transporters has been clearly assigned during embryonic shoot and root specification, the role of the auxin influx carriers AUX1 and LIKE-AUX1 (LAX) proteins is not well established. Here, we used chemical and genetic tools on Brassica napus microspore-derived embryos and Arabidopsis thaliana zygotic embryos, and demonstrate that AUX1, LAX1 and LAX2 are required for both shoot and root pole formation, in concert with PIN efflux carriers. Furthermore, we uncovered a positive-feedback loop betweenMONOPTEROS(ARF5)-dependent auxin signalling and auxin transport. ThisMONOPTEROSdependent transcriptional regulation of auxin influx (AUX1, LAX1 and LAX2) and auxin efflux (PIN1 and PIN4) carriers by MONOPTEROS helps to maintain proper auxin transport to the root tip. These results indicate that auxin-dependent cell specification during embryo development requires balanced auxin transport involving both influx and efflux mechanisms, and that this transport is maintained by a positive transcriptional feedback on auxin signalling. acknowledgement: W.G. is a post-doctoral fellow of the Research Foundation Flanders. H.S.R. is supported by Employment of Best Young Scientists for International Cooperation Empowerment [CZ.1.07/2.3.00/30.0037], co-financed by the European Social Fund and the state budget of the Czech Republic. Mi.S. was funded by the Ramón y Cajal program. This work was supported by the European Research Council [project ERC-2011-StG-20101109-PSDP], project ‘CEITEC – Central European Institute of Technology’ [CZ.1.05/1.1.00/02.0068], the European Social Fund [CZ.1.07/2.3.00/20.0043] and the Czech Science Foundation GACR [GA13-40637S] to J.F. We acknowledge funding from the Biological and Biotechnological Science Research Council (BBSRC) and Engineering Physics Science Research Council (EPSRC) to R.S. and M.B author: - first_name: Hélène full_name: Robert, Hélène last_name: Robert - first_name: Wim full_name: Grunewald, Wim last_name: Grunewald - first_name: Michael full_name: Sauer, Michael last_name: Sauer - first_name: Bernard full_name: Cannoot, Bernard last_name: Cannoot - first_name: Mercedes full_name: Soriano, Mercedes last_name: Soriano - first_name: Ranjan full_name: Swarup, Ranjan last_name: Swarup - first_name: Dolf full_name: Weijers, Dolf last_name: Weijers - first_name: Malcolm full_name: Bennett, Malcolm last_name: Bennett - first_name: Kim full_name: Boutilier, Kim last_name: Boutilier - first_name: Jirí full_name: Friml, Jirí id: 4159519E-F248-11E8-B48F-1D18A9856A87 last_name: Friml orcid: 0000-0002-8302-7596 citation: ama: Robert H, Grunewald W, Sauer M, et al. Plant embryogenesis requires AUX/LAX-mediated auxin influx. Development. 2015;142(4):702-711. doi:10.1242/dev.115832 apa: Robert, H., Grunewald, W., Sauer, M., Cannoot, B., Soriano, M., Swarup, R., … Friml, J. (2015). Plant embryogenesis requires AUX/LAX-mediated auxin influx. Development. Company of Biologists. https://doi.org/10.1242/dev.115832 chicago: Robert, Hélène, Wim Grunewald, Michael Sauer, Bernard Cannoot, Mercedes Soriano, Ranjan Swarup, Dolf Weijers, Malcolm Bennett, Kim Boutilier, and Jiří Friml. “Plant Embryogenesis Requires AUX/LAX-Mediated Auxin Influx.” Development. Company of Biologists, 2015. https://doi.org/10.1242/dev.115832. ieee: H. Robert et al., “Plant embryogenesis requires AUX/LAX-mediated auxin influx,” Development, vol. 142, no. 4. Company of Biologists, pp. 702–711, 2015. ista: Robert H, Grunewald W, Sauer M, Cannoot B, Soriano M, Swarup R, Weijers D, Bennett M, Boutilier K, Friml J. 2015. Plant embryogenesis requires AUX/LAX-mediated auxin influx. Development. 142(4), 702–711. mla: Robert, Hélène, et al. “Plant Embryogenesis Requires AUX/LAX-Mediated Auxin Influx.” Development, vol. 142, no. 4, Company of Biologists, 2015, pp. 702–11, doi:10.1242/dev.115832. short: H. Robert, W. Grunewald, M. Sauer, B. Cannoot, M. Soriano, R. Swarup, D. Weijers, M. Bennett, K. Boutilier, J. Friml, Development 142 (2015) 702–711. date_created: 2018-12-11T11:54:26Z date_published: 2015-02-15T00:00:00Z date_updated: 2021-01-12T06:53:43Z day: '15' department: - _id: JiFr doi: 10.1242/dev.115832 ec_funded: 1 intvolume: ' 142' issue: '4' language: - iso: eng month: '02' oa_version: None page: 702 - 711 project: - _id: 25716A02-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '282300' name: Polarity and subcellular dynamics in plants publication: Development publication_status: published publisher: Company of Biologists publist_id: '5231' quality_controlled: '1' scopus_import: 1 status: public title: Plant embryogenesis requires AUX/LAX-mediated auxin influx type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 142 year: '2015' ... --- _id: '1868' abstract: - lang: eng text: We investigate high-dimensional nonlinear dynamical systems exhibiting multiple resonances under adiabatic parameter variations. Our motivations come from experimental considerations where time-dependent sweeping of parameters is a practical approach to probing and characterizing the bifurcations of the system. The question is whether bifurcations so detected are faithful representations of the bifurcations intrinsic to the original stationary system. Utilizing a harmonically forced, closed fluid flow system that possesses multiple resonances and solving the Navier-Stokes equation under proper boundary conditions, we uncover the phenomenon of the early effect. Specifically, as a control parameter, e.g., the driving frequency, is adiabatically increased from an initial value, resonances emerge at frequency values that are lower than those in the corresponding stationary system. The phenomenon is established by numerical characterization of physical quantities through the resonances, which include the kinetic energy and the vorticity field, and a heuristic analysis based on the concept of instantaneous frequency. A simple formula is obtained which relates the resonance points in the time-dependent and time-independent systems. Our findings suggest that, in general, any true bifurcation of a nonlinear dynamical system can be unequivocally uncovered through adiabatic parameter sweeping, in spite of a shift in the bifurcation point, which is of value to experimental studies of nonlinear dynamical systems. article_number: '022906' author: - first_name: Youngyong full_name: Park, Youngyong last_name: Park - first_name: Younghae full_name: Do, Younghae last_name: Do - first_name: Sebastian full_name: Altmeyer, Sebastian id: 2EE67FDC-F248-11E8-B48F-1D18A9856A87 last_name: Altmeyer orcid: 0000-0001-5964-0203 - first_name: Yingcheng full_name: Lai, Yingcheng last_name: Lai - first_name: Gyuwon full_name: Lee, Gyuwon last_name: Lee citation: ama: Park Y, Do Y, Altmeyer S, Lai Y, Lee G. Early effect in time-dependent, high-dimensional nonlinear dynamical systems with multiple resonances. Physical Review E. 2015;91(2). doi:10.1103/PhysRevE.91.022906 apa: Park, Y., Do, Y., Altmeyer, S., Lai, Y., & Lee, G. (2015). Early effect in time-dependent, high-dimensional nonlinear dynamical systems with multiple resonances. Physical Review E. American Physical Society. https://doi.org/10.1103/PhysRevE.91.022906 chicago: Park, Youngyong, Younghae Do, Sebastian Altmeyer, Yingcheng Lai, and Gyuwon Lee. “Early Effect in Time-Dependent, High-Dimensional Nonlinear Dynamical Systems with Multiple Resonances.” Physical Review E. American Physical Society, 2015. https://doi.org/10.1103/PhysRevE.91.022906. ieee: Y. Park, Y. Do, S. Altmeyer, Y. Lai, and G. Lee, “Early effect in time-dependent, high-dimensional nonlinear dynamical systems with multiple resonances,” Physical Review E, vol. 91, no. 2. American Physical Society, 2015. ista: Park Y, Do Y, Altmeyer S, Lai Y, Lee G. 2015. Early effect in time-dependent, high-dimensional nonlinear dynamical systems with multiple resonances. Physical Review E. 91(2), 022906. mla: Park, Youngyong, et al. “Early Effect in Time-Dependent, High-Dimensional Nonlinear Dynamical Systems with Multiple Resonances.” Physical Review E, vol. 91, no. 2, 022906, American Physical Society, 2015, doi:10.1103/PhysRevE.91.022906. short: Y. Park, Y. Do, S. Altmeyer, Y. Lai, G. Lee, Physical Review E 91 (2015). date_created: 2018-12-11T11:54:27Z date_published: 2015-02-09T00:00:00Z date_updated: 2021-01-12T06:53:44Z day: '09' department: - _id: BjHo doi: 10.1103/PhysRevE.91.022906 intvolume: ' 91' issue: '2' language: - iso: eng month: '02' oa_version: None publication: Physical Review E publication_identifier: issn: - 1539-3755 publication_status: published publisher: American Physical Society publist_id: '5229' quality_controlled: '1' scopus_import: 1 status: public title: Early effect in time-dependent, high-dimensional nonlinear dynamical systems with multiple resonances type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 91 year: '2015' ... --- _id: '1864' abstract: - lang: eng text: "The Altshuler–Shklovskii formulas (Altshuler and Shklovskii, BZh Eksp Teor Fiz 91:200, 1986) predict, for any disordered quantum system in the diffusive regime, a universal power law behaviour for the correlation functions of the mesoscopic eigenvalue density. In this paper and its companion (Erdős and Knowles, The Altshuler–Shklovskii formulas for random band matrices I: the unimodular case, 2013), we prove these formulas for random band matrices. In (Erdős and Knowles, The Altshuler–Shklovskii formulas for random band matrices I: the unimodular case, 2013) we introduced a diagrammatic approach and presented robust estimates on general diagrams under certain simplifying assumptions. In this paper, we remove these assumptions by giving a general estimate of the subleading diagrams. We also give a precise analysis of the leading diagrams which give rise to the Altschuler–Shklovskii power laws. Moreover, we introduce a family of general random band matrices which interpolates between real symmetric (β = 1) and complex Hermitian (β = 2) models, and track the transition for the mesoscopic density–density correlation. Finally, we address the higher-order correlation functions by proving that they behave asymptotically according to a Gaussian process whose covariance is given by the Altshuler–Shklovskii formulas.\r\n" author: - first_name: László full_name: Erdös, László id: 4DBD5372-F248-11E8-B48F-1D18A9856A87 last_name: Erdös orcid: 0000-0001-5366-9603 - first_name: Antti full_name: Knowles, Antti last_name: Knowles citation: ama: 'Erdös L, Knowles A. The Altshuler–Shklovskii formulas for random band matrices II: The general case. Annales Henri Poincare. 2015;16(3):709-799. doi:10.1007/s00023-014-0333-5' apa: 'Erdös, L., & Knowles, A. (2015). The Altshuler–Shklovskii formulas for random band matrices II: The general case. Annales Henri Poincare. Springer. https://doi.org/10.1007/s00023-014-0333-5' chicago: 'Erdös, László, and Antti Knowles. “The Altshuler–Shklovskii Formulas for Random Band Matrices II: The General Case.” Annales Henri Poincare. Springer, 2015. https://doi.org/10.1007/s00023-014-0333-5.' ieee: 'L. Erdös and A. Knowles, “The Altshuler–Shklovskii formulas for random band matrices II: The general case,” Annales Henri Poincare, vol. 16, no. 3. Springer, pp. 709–799, 2015.' ista: 'Erdös L, Knowles A. 2015. The Altshuler–Shklovskii formulas for random band matrices II: The general case. Annales Henri Poincare. 16(3), 709–799.' mla: 'Erdös, László, and Antti Knowles. “The Altshuler–Shklovskii Formulas for Random Band Matrices II: The General Case.” Annales Henri Poincare, vol. 16, no. 3, Springer, 2015, pp. 709–99, doi:10.1007/s00023-014-0333-5.' short: L. Erdös, A. Knowles, Annales Henri Poincare 16 (2015) 709–799. date_created: 2018-12-11T11:54:26Z date_published: 2015-03-01T00:00:00Z date_updated: 2021-01-12T06:53:42Z day: '01' department: - _id: LaEr doi: 10.1007/s00023-014-0333-5 ec_funded: 1 intvolume: ' 16' issue: '3' language: - iso: eng main_file_link: - open_access: '1' url: http://arxiv.org/abs/1309.5107 month: '03' oa: 1 oa_version: Preprint page: 709 - 799 project: - _id: 258DCDE6-B435-11E9-9278-68D0E5697425 call_identifier: FP7 grant_number: '338804' name: Random matrices, universality and disordered quantum systems publication: Annales Henri Poincare publication_status: published publisher: Springer publist_id: '5233' scopus_import: 1 status: public title: 'The Altshuler–Shklovskii formulas for random band matrices II: The general case' type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 16 year: '2015' ... --- _id: '1861' abstract: - lang: eng text: Continuous-time Markov chains are commonly used in practice for modeling biochemical reaction networks in which the inherent randomness of themolecular interactions cannot be ignored. This has motivated recent research effort into methods for parameter inference and experiment design for such models. The major difficulty is that such methods usually require one to iteratively solve the chemical master equation that governs the time evolution of the probability distribution of the system. This, however, is rarely possible, and even approximation techniques remain limited to relatively small and simple systems. An alternative explored in this article is to base methods on only some low-order moments of the entire probability distribution. We summarize the theory behind such moment-based methods for parameter inference and experiment design and provide new case studies where we investigate their performance. acknowledgement: "HYCON2; EC; European Commission\r\n" article_number: '8' author: - first_name: Jakob full_name: Ruess, Jakob id: 4A245D00-F248-11E8-B48F-1D18A9856A87 last_name: Ruess orcid: 0000-0003-1615-3282 - first_name: John full_name: Lygeros, John last_name: Lygeros citation: ama: Ruess J, Lygeros J. Moment-based methods for parameter inference and experiment design for stochastic biochemical reaction networks. ACM Transactions on Modeling and Computer Simulation. 2015;25(2). doi:10.1145/2688906 apa: Ruess, J., & Lygeros, J. (2015). Moment-based methods for parameter inference and experiment design for stochastic biochemical reaction networks. ACM Transactions on Modeling and Computer Simulation. ACM. https://doi.org/10.1145/2688906 chicago: Ruess, Jakob, and John Lygeros. “Moment-Based Methods for Parameter Inference and Experiment Design for Stochastic Biochemical Reaction Networks.” ACM Transactions on Modeling and Computer Simulation. ACM, 2015. https://doi.org/10.1145/2688906. ieee: J. Ruess and J. Lygeros, “Moment-based methods for parameter inference and experiment design for stochastic biochemical reaction networks,” ACM Transactions on Modeling and Computer Simulation, vol. 25, no. 2. ACM, 2015. ista: Ruess J, Lygeros J. 2015. Moment-based methods for parameter inference and experiment design for stochastic biochemical reaction networks. ACM Transactions on Modeling and Computer Simulation. 25(2), 8. mla: Ruess, Jakob, and John Lygeros. “Moment-Based Methods for Parameter Inference and Experiment Design for Stochastic Biochemical Reaction Networks.” ACM Transactions on Modeling and Computer Simulation, vol. 25, no. 2, 8, ACM, 2015, doi:10.1145/2688906. short: J. Ruess, J. Lygeros, ACM Transactions on Modeling and Computer Simulation 25 (2015). date_created: 2018-12-11T11:54:25Z date_published: 2015-02-01T00:00:00Z date_updated: 2021-01-12T06:53:41Z day: '01' department: - _id: ToHe - _id: GaTk doi: 10.1145/2688906 intvolume: ' 25' issue: '2' language: - iso: eng month: '02' oa_version: None publication: ACM Transactions on Modeling and Computer Simulation publication_status: published publisher: ACM publist_id: '5238' quality_controlled: '1' scopus_import: 1 status: public title: Moment-based methods for parameter inference and experiment design for stochastic biochemical reaction networks type: journal_article user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87 volume: 25 year: '2015' ...