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5177 Publications
2020 |Published| Conference Paper | IST-REx-ID: 9632 |
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S. P. Singh and D.-A. Alistarh, “WoodFisher: Efficient second-order approximation for neural network compression,” in Advances in Neural Information Processing Systems, Vancouver, Canada, 2020, vol. 33, pp. 18098–18109.
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2020 |Published| Journal Article | IST-REx-ID: 9630 |
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H. Edelsbrunner, Z. Virk, and H. Wagner, “Topological data analysis in information space,” Journal of Computational Geometry, vol. 11, no. 2. Carleton University, pp. 162–182, 2020.
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2020 |Published| Conference Paper | IST-REx-ID: 9631 |
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V. Aksenov, D.-A. Alistarh, and J. Korhonen, “Scalable belief propagation via relaxed scheduling,” in Advances in Neural Information Processing Systems, Vancouver, Canada, 2020, vol. 33, pp. 22361–22372.
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| arXiv
2020 |Published| Conference Paper | IST-REx-ID: 8533 |
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K. Chatterjee, R. Ibsen-Jensen, I. R. Jecker, and J. Svoboda, “Simplified game of life: Algorithms and complexity,” in 45th International Symposium on Mathematical Foundations of Computer Science, Prague, Czech Republic, 2020, vol. 170.
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| arXiv
2020 |Published| Conference Paper | IST-REx-ID: 8534 |
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I. R. Jecker, O. Kupferman, and N. Mazzocchi, “Unary prime languages,” in 45th International Symposium on Mathematical Foundations of Computer Science, Prague, Czech Republic, 2020, vol. 170.
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2020 |Submitted| Preprint | IST-REx-ID: 8616 |
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Gao X, Li J-L, Chen X, Ci B, Chen F, Lu N, Shen B, Zheng L, Jia J-M, Yi Y, Zhang S, Shi Y-C, Shi K, Propson NE, Huang Y, Poinsatte K, Zhang Z, Yue Y, Bosco DB, Lu Y, Yang S, Adams RH, Lindner V, Huang F, Wu L-J, Zheng H, Han F, Hippenmeyer S, Stowe AM, Peng B, Margeta M, Wang X, Liu Q, Körbelin J, Trepel M, Lu H, Zhou BO, Zhao H, Su W, Bachoo RM, Ge W. Reduction of neuronal activity mediated by blood-vessel regression in the brain. bioRxiv, 10.1101/2020.09.15.262782.
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2020 |Published| Journal Article | IST-REx-ID: 8978 |
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S. Laukoter, N. Amberg, F. Pauler, and S. Hippenmeyer, “Generation and isolation of single cells from mouse brain with mosaic analysis with double markers-induced uniparental chromosome disomy,” STAR Protocols, vol. 1, no. 3. Elsevier, 2020.
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| PubMed | Europe PMC
2020 |Published| Conference Paper | IST-REx-ID: 9103 |
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S. Gruenbacher, J. Cyranka, M. Lechner, M. A. Islam, S. A. Smolka, and R. Grosu, “Lagrangian reachtubes: The next generation,” in Proceedings of the 59th IEEE Conference on Decision and Control, Jeju Islang, Korea (South), 2020, vol. 2020, pp. 1556–1563.
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| arXiv
2020 |Published| Conference Paper | IST-REx-ID: 9221 |
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Q. Nguyen and M. Mondelli, “Global convergence of deep networks with one wide layer followed by pyramidal topology,” in 34th Conference on Neural Information Processing Systems, Vancouver, Canada, 2020, vol. 33, pp. 11961–11972.
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2020 | Conference Paper | IST-REx-ID: 9415 |
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M. Kurtz et al., “Inducing and exploiting activation sparsity for fast neural network inference,” in 37th International Conference on Machine Learning, ICML 2020, Online, 2020, vol. 119, pp. 5533–5543.
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2020 |Published| Journal Article | IST-REx-ID: 9526 |
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J. Choi, D. B. Lyons, M. Y. Kim, J. D. Moore, and D. Zilberman, “DNA methylation and histone H1 jointly repress transposable elements and aberrant intragenic transcripts,” Molecular Cell, vol. 77, no. 2. Elsevier, p. 310–323.e7, 2020.
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| PubMed | Europe PMC
2020 |Published| Conference Paper | IST-REx-ID: 10672 |
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M. Lechner, “Learning representations for binary-classification without backpropagation,” in 8th International Conference on Learning Representations, Virtual ; Addis Ababa, Ethiopia, 2020.
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2020 |Published| Conference Paper | IST-REx-ID: 8188 |
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P. M. Henderson and C. Lampert, “Unsupervised object-centric video generation and decomposition in 3D,” in 34th Conference on Neural Information Processing Systems, Vancouver, Canada, 2020, vol. 33, pp. 3106–3117.
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| arXiv
2020 |Published| Journal Article | IST-REx-ID: 12188 |
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R. H. Bloomer et al., “The Arabidopsis epigenetic regulator ICU11 as an accessory protein of polycomb repressive complex 2,” Proceedings of the National Academy of Sciences, vol. 117, no. 28. Proceedings of the National Academy of Sciences, pp. 16660–16666, 2020.
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| PubMed | Europe PMC
2020 |Published| Journal Article | IST-REx-ID: 12189 |
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N. Christophorou et al., “AXR1 affects DNA methylation independently of its role in regulating meiotic crossover localization,” PLOS Genetics, vol. 16, no. 6. Public Library of Science (PLoS), 2020.
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| PubMed | Europe PMC
2020 |Published| Conference Paper | IST-REx-ID: 7808 |
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M. Giacobbe, T. A. Henzinger, and M. Lechner, “How many bits does it take to quantize your neural network?,” in International Conference on Tools and Algorithms for the Construction and Analysis of Systems, Dublin, Ireland, 2020, vol. 12079, pp. 79–97.
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2020 |Published| Conference Paper | IST-REx-ID: 7952 |
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J.-D. Boissonnat and M. Wintraecken, “The topological correctness of PL-approximations of isomanifolds,” in 36th International Symposium on Computational Geometry, Zürich, Switzerland, 2020, vol. 164.
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2020 |Published| Conference Paper | IST-REx-ID: 7990 |
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U. Wagner and E. Welzl, “Connectivity of triangulation flip graphs in the plane (Part II: Bistellar flips),” in 36th International Symposium on Computational Geometry, Zürich, Switzerland, 2020, vol. 164.
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| arXiv
2020 |Published| Conference Paper | IST-REx-ID: 7807 |
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U. Wagner and E. Welzl, “Connectivity of triangulation flip graphs in the plane (Part I: Edge flips),” in Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms, Salt Lake City, UT, United States, 2020, vol. 2020–January, pp. 2823–2841.
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