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5157 Publications
2022 |Submitted| Preprint | IST-REx-ID: 11943 |
Velicky P, Miguel Villalba E, Michalska JM, et al. Saturated reconstruction of living brain tissue. bioRxiv. doi:10.1101/2022.03.16.484431
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2022 |Submitted| Preprint | IST-REx-ID: 11950 |
Michalska JM, Lyudchik J, Velicky P, et al. Uncovering brain tissue architecture across scales with super-resolution light microscopy. bioRxiv. doi:10.1101/2022.08.17.504272
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2022 |Published| Journal Article | IST-REx-ID: 11420 |
Shevchenko A, Kungurtsev V, Mondelli M. Mean-field analysis of piecewise linear solutions for wide ReLU networks. Journal of Machine Learning Research. 2022;23(130):1-55.
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| arXiv
2022 |Published| Journal Article | IST-REx-ID: 11448 |
Gonzalez Somermeyer L, Fleiss A, Mishin AS, et al. Heterogeneity of the GFP fitness landscape and data-driven protein design. eLife. 2022;11. doi:10.7554/elife.75842
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| WoS
2022 |Published| Conference Paper | IST-REx-ID: 12780 |
Markov I, Ramezanikebrya H, Alistarh D-A. CGX: Adaptive system support for communication-efficient deep learning. In: Proceedings of the 23rd ACM/IFIP International Middleware Conference. Association for Computing Machinery; 2022:241-254. doi:10.1145/3528535.3565248
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| arXiv
2022 |Published| Conference Paper | IST-REx-ID: 17087 |
Frantar E, Singh SP, Alistarh D-A. Optimal brain compression: A framework for accurate post-training quantization and pruning. In: 36th Conference on Neural Information Processing Systems. Vol 35. ML Research Press; 2022.
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| arXiv
2021 |Published| Journal Article | IST-REx-ID: 10023 |
Karatzas I, Maas J, Schachermayer W. Trajectorial dissipation and gradient flow for the relative entropy in Markov chains. Communications in Information and Systems. 2021;21(4):481-536. doi:10.4310/CIS.2021.v21.n4.a1
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2021 |Published| Conference Paper | IST-REx-ID: 10052 |
Jecker IR, Mazzocchi N, Wolf P. Decomposing permutation automata. In: 32nd International Conference on Concurrency Theory. Vol 203. Schloss Dagstuhl - Leibniz Zentrum für Informatik; 2021. doi:10.4230/LIPIcs.CONCUR.2021.18
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10054 |
Chatterjee K, Henzinger MH, Kale SS, Svozil A. Faster algorithms for bounded liveness in graphs and game graphs. In: 48th International Colloquium on Automata, Languages, and Programming. Vol 198. Schloss Dagstuhl - Leibniz Zentrum für Informatik; 2021. doi:10.4230/LIPIcs.ICALP.2021.124
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2021 |Published| Journal Article | IST-REx-ID: 10071 |
Adams H, Kourimska H, Heiss T, Percival S, Ziegelmeier L. How to tutorial-a-thon. Notices of the American Mathematical Society. 2021;68(9):1511-1514. doi:10.1090/noti2349
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2021 |Published| Conference Paper | IST-REx-ID: 10072 |
Harris DG, Iliopoulos F, Kolmogorov V. A new notion of commutativity for the algorithmic Lovász Local Lemma. In: Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques. Vol 207. Schloss Dagstuhl - Leibniz Zentrum für Informatik; 2021. doi:10.4230/LIPIcs.APPROX/RANDOM.2021.31
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10075 |
Guha S, Jecker IR, Lehtinen K, Zimmermann M. A bit of nondeterminism makes pushdown automata expressive and succinct. In: 46th International Symposium on Mathematical Foundations of Computer Science. Vol 202. Schloss Dagstuhl - Leibniz Zentrum für Informatik; 2021. doi:10.4230/LIPIcs.MFCS.2021.53
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| arXiv
2021 |Submitted| Preprint | IST-REx-ID: 10080 |
Nardin M, Käfer K, Csicsvari JL. The generalized spatial representation in the prefrontal cortex is inherited from the hippocampus. bioRxiv. doi:10.1101/2021.09.30.462269
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2021 |Published| Journal Article | IST-REx-ID: 10153 |
Mühlböck F, Tate R. Transitioning from structural to nominal code with efficient gradual typing. Proceedings of the ACM on Programming Languages. 2021;5. doi:10.1145/3485504
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2021 |Published| Conference Paper | IST-REx-ID: 10148 |
Degraen D, Piovarci M, Bickel B, Kruger A. Capturing tactile properties of real surfaces for haptic reproduction. In: 34th Annual ACM Symposium. Association for Computing Machinery; 2021:954-971. doi:10.1145/3472749.3474798
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2021 |Submitted| Preprint | IST-REx-ID: 10174 |
Clozeau N, Gloria A. Quantitative nonlinear homogenization: control of oscillations. arXiv.
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| arXiv
2021 |Published| Journal Article | IST-REx-ID: 10180 |
Hoefler T, Alistarh D-A, Ben-Nun T, Dryden N, Peste E-A. Sparsity in deep learning: Pruning and growth for efficient inference and training in neural networks. Journal of Machine Learning Research. 2021;22(241):1-124.
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10218 |
Alistarh D-A, Gelashvili R, Rybicki J. Brief announcement: Fast graphical population protocols. In: 35th International Symposium on Distributed Computing. Vol 209. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2021. doi:10.4230/LIPIcs.DISC.2021.43
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| arXiv
2021 |Published| Conference Paper | IST-REx-ID: 10217 |
Alistarh D-A, Gelashvili R, Nadiradze G. Lower bounds for shared-memory leader election under bounded write contention. In: 35th International Symposium on Distributed Computing. Vol 209. Schloss Dagstuhl - Leibniz Zentrum für Informatik; 2021. doi:10.4230/LIPIcs.DISC.2021.4
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2021 |Published| Conference Paper | IST-REx-ID: 10216 |
Chatterjee B, Peri S, Sa M. Brief announcement: Non-blocking dynamic unbounded graphs with worst-case amortized bounds. In: 35th International Symposium on Distributed Computing. Vol 209. Schloss Dagstuhl - Leibniz Zentrum für Informatik; 2021. doi:10.4230/LIPIcs.DISC.2021.52
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