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6487 Publications


2021 | Journal Article | IST-REx-ID: 9647 | OA
Petrov T, Igler C, Sezgin A, Henzinger TA, Guet CC. Long lived transients in gene regulation. Theoretical Computer Science.
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2021 | Conference Paper | IST-REx-ID: 9646 | OA
Wang J, Sun Y, Fu H, Chatterjee K, Goharshady AK. 2021. Quantitative analysis of assertion violations in probabilistic programs. Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation. PLDI: Programming Language Design and Implementation, 1171–1186.
View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Conference Paper | IST-REx-ID: 9645 | OA
Asadi A, Chatterjee K, Fu H, Goharshady AK, Mahdavi M. 2021. Polynomial reachability witnesses via Stellensätze. Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation. PLDI: Programming Language Design and Implementation, 772–787.
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2021 | Conference Paper | IST-REx-ID: 9644 | OA
Chatterjee K, Goharshady EK, Novotný P, Zikelic D. 2021. Proving non-termination by program reversal. Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation. PLDI: Programming Language Design and Implementation, 1033–1048.
View | DOI | Download Preprint (ext.) | arXiv
 

2021 | Journal Article | IST-REx-ID: 9649 | OA
Boissonnat J-D, Wintraecken M. 2021. The topological correctness of PL approximations of isomanifolds. Foundations of Computational Mathematics .
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2021 | Preprint | IST-REx-ID: 9698 | OA
Keith JA, Valentin Vassilev-Galindo V, Cheng B, Chmiela S, Gastegger M, Müller K-R, Tkatchenko A. Combining machine learning and computational chemistry for predictive insights into chemical systems. arXiv, 2102.06321.
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2021 | Conference Paper | IST-REx-ID: 9678 | OA
Brandt S, Keller B, Rybicki J, Suomela J, Uitto J. 2021. Efficient load-balancing through distributed token dropping. Annual ACM Symposium on Parallelism in Algorithms and Architectures. SPAA: Symposium on Parallelism in Algorithms and Architectures , 129–139.
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2021 | Conference Paper | IST-REx-ID: 9441 | OA
Boissonnat J-D, Kachanovich S, Wintraecken M. 2021. Tracing isomanifolds in Rd in time polynomial in d using Coxeter-Freudenthal-Kuhn triangulations. 37th International Symposium on Computational Geometry (SoCG 2021). SoCG: Symposium on Computational GeometryLeibniz International Proceedings in Informatics (LIPIcs), LIPIcs, vol. 189, 17:1-17:16.
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2021 | Conference Paper | IST-REx-ID: 9620 | OA
Alistarh D-A, Davies P. 2021. Collecting coupons is faster with friends. Structural Information and Communication Complexity. SIROCCO: International Colloquium on Structural Information and Communication Complexity, LNCS, vol. 12810, 3–12.
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2021 | Conference Paper | IST-REx-ID: 9200 | OA
Garcia Soto M, Henzinger TA, Schilling C. Synthesis of hybrid automata with affine dynamics from time-series data. HSCC ’21: Proceedings of the 24th International Conference on Hybrid Systems: Computation and Control. HSCC: 24th ACM International Conference on Hybrid Systems Computation and Control, 2102.12734.
View | Files available | DOI | arXiv
 

2021 | Conference Paper | IST-REx-ID: 9345 | OA
Edelsbrunner H, Heiss T, Kurlin V, Smith P, Wintraecken M. 2021. The density fingerprint of a periodic point set. 37th International Symposium on Computational Geometry (SoCG 2021). SoCG: Symposium on Computational Geometry, LIPIcs, vol. 189, 32:1-32:16.
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2021 | Conference Paper | IST-REx-ID: 9296 | OA
Aichholzer O, Arroyo Guevara AM, Masárová Z, Parada I, Perz D, Pilz A, Tkadlec J, Vogtenhuber B. 2021. On compatible matchings. 15th International Conference on Algorithms and Computation. WALCOM: Algorithms and Computation, LNCS, vol. 12635, 221–233.
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2021 | Conference Paper | IST-REx-ID: 9466
Walter M. 2021. The convergence of slide-type reductions. Public-Key Cryptography – PKC 2021. PKC: IACR International Conference on Practice and Theory of Public Key Cryptography, LNCS, vol. 12710, 45–67.
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2021 | Conference Paper | IST-REx-ID: 9210
Volhejn V, Lampert C. 2021. Does SGD implicitly optimize for smoothness? 42nd German Conference on Pattern Recognition . DAGM GCPR: German Conference on Pattern Recognition , LNCS, vol. 12544 LNCS, 246–259.
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2021 | Journal Article | IST-REx-ID: 9640 | OA
Tkadlec J, Pavlogiannis A, Chatterjee K, Nowak MA. 2021. Fast and strong amplifiers of natural selection. Nature Communications. 12(1), 4009.
View | Files available | DOI | PubMed | Europe PMC
 

2021 | Thesis | IST-REx-ID: 9418 | OA
Phuong M. 2021. Underspecification in Deep Learning. IST Austria.
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2021 | Conference Paper | IST-REx-ID: 9543 | OA
Davies P, Gurunanthan V, Moshrefi N, Ashkboos S, Alistarh D-A. 2021. New bounds for distributed mean estimation and variance reduction. 9th International Conference on Learning Representations. ICLR: International Conference on Learning Representations.
View | Download Published Version (ext.) | arXiv
 

2021 | Conference Paper | IST-REx-ID: 9416 | OA
Phuong M, Lampert C. 2021. The inductive bias of ReLU networks on orthogonally separable data. 9th International Conference on Learning Representations. ICLR: International Conference on Learning Representations.
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2021 | Thesis | IST-REx-ID: 8934 | OA
Goharshady AK. 2021. Parameterized and algebro-geometric advances in static program analysis. IST Austria.
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2020 | Journal Article | IST-REx-ID: 7956 | OA
Pȩkalski J, Rzadkowski W, Panagiotopoulos AZ. 2020. Shear-induced ordering in systems with competing interactions: A machine learning study. The Journal of chemical physics. 152(20), 204905.
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