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5188 Publications
2020 |Published| Conference Paper | IST-REx-ID: 9632 |
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Singh SP, Alistarh D-A. 2020. WoodFisher: Efficient second-order approximation for neural network compression. Advances in Neural Information Processing Systems. NeurIPS: Conference on Neural Information Processing Systems vol. 33, 18098–18109.
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| arXiv
2020 |Published| Journal Article | IST-REx-ID: 9630 |
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Edelsbrunner H, Virk Z, Wagner H. 2020. Topological data analysis in information space. Journal of Computational Geometry. 11(2), 162–182.
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2020 |Published| Conference Paper | IST-REx-ID: 9631 |
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Aksenov V, Alistarh D-A, Korhonen J. 2020. Scalable belief propagation via relaxed scheduling. Advances in Neural Information Processing Systems. NeurIPS: Conference on Neural Information Processing Systems vol. 33, 22361–22372.
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| arXiv
2020 |Published| Conference Paper | IST-REx-ID: 8533 |
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Chatterjee K, Ibsen-Jensen R, Jecker IR, Svoboda J. 2020. Simplified game of life: Algorithms and complexity. 45th International Symposium on Mathematical Foundations of Computer Science. MFCS: Symposium on Mathematical Foundations of Computer Science, LIPIcs, vol. 170, 22:1-22:13.
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| arXiv
2020 |Published| Conference Paper | IST-REx-ID: 8534 |
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Jecker IR, Kupferman O, Mazzocchi N. 2020. Unary prime languages. 45th International Symposium on Mathematical Foundations of Computer Science. MFCS: Symposium on Mathematical Foundations of Computer Science, LIPIcs, vol. 170, 51:1-51:12.
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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| Working Paper | IST-REx-ID: 8695 |
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Mayer K, Rieck K, Reichmann S, Danowski P, Graschopf A, König T, Kraker P, Lehner P, Reckling F, Ross-Hellauer T, Spichtinger D, Tzatzanis M, Schürz S. 2020. Empfehlungen für eine nationale Open Science Strategie in Österreich / Recommendations for a National Open Science Strategy in Austria, OANA, 36p.
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2020 |Published| Journal Article | IST-REx-ID: 8706 |
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Danowski P, Ferus A, Hikl A-L, McNeill G, Miniberger C, Reding S, Zarka T, Zojer M. 2020. „Recommendation“ for the further procedure for open access monitoring. Deliverable of the AT2OA subproject TP1-B. Mitteilungen der Vereinigung Österreichischer Bibliothekarinnen und Bibliothekare. 73(2), 278–284.
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2020 |Published| Journal Article | IST-REx-ID: 8978 |
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Laukoter S, Amberg N, Pauler F, Hippenmeyer S. 2020. Generation and isolation of single cells from mouse brain with mosaic analysis with double markers-induced uniparental chromosome disomy. STAR Protocols. 1(3), 100215.
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| PubMed | Europe PMC
2020 |Published| Conference Paper | IST-REx-ID: 9103 |
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Gruenbacher S, Cyranka J, Lechner M, Islam MA, Smolka SA, Grosu R. 2020. Lagrangian reachtubes: The next generation. Proceedings of the 59th IEEE Conference on Decision and Control. CDC: Conference on Decision and Control vol. 2020, 1556–1563.
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| arXiv
2020 |Published| Conference Paper | IST-REx-ID: 9221 |
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Nguyen Q, Mondelli M. 2020. Global convergence of deep networks with one wide layer followed by pyramidal topology. 34th Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems vol. 33, 11961–11972.
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| arXiv
2020 | Conference Paper | IST-REx-ID: 9415 |
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Kurtz M, Kopinsky J, Gelashvili R, Matveev A, Carr J, Goin M, Leiserson W, Moore S, Nell B, Shavit N, Alistarh D-A. 2020. Inducing and exploiting activation sparsity for fast neural network inference. 37th International Conference on Machine Learning, ICML 2020. ICML: International Conference on Machine Learning vol. 119, 5533–5543.
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2020 |Published| Journal Article | IST-REx-ID: 9526 |
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Choi J, Lyons DB, Kim MY, Moore JD, Zilberman D. 2020. DNA methylation and histone H1 jointly repress transposable elements and aberrant intragenic transcripts. Molecular Cell. 77(2), 310–323.e7.
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| PubMed | Europe PMC
2020 |Published| Conference Paper | IST-REx-ID: 10672 |
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Lechner M. 2020. Learning representations for binary-classification without backpropagation. 8th International Conference on Learning Representations. ICLR: International Conference on Learning Representations.
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2020 |Published| Conference Paper | IST-REx-ID: 8188 |
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Henderson PM, Lampert C. 2020. Unsupervised object-centric video generation and decomposition in 3D. 34th Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems vol. 33, 3106–3117.
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| arXiv
2020 |Published| Journal Article | IST-REx-ID: 12188 |
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Bloomer RH, Hutchison CE, Bäurle I, Walker J, Fang X, Perera P, Velanis CN, Gümüs S, Spanos C, Rappsilber J, Feng X, Goodrich J, Dean C. 2020. The Arabidopsis epigenetic regulator ICU11 as an accessory protein of polycomb repressive complex 2. Proceedings of the National Academy of Sciences. 117(28), 16660–16666.
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| PubMed | Europe PMC
2020 |Published| Journal Article | IST-REx-ID: 12189 |
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Christophorou N, She W, Long J, Hurel A, Beaubiat S, Idir Y, Tagliaro-Jahns M, Chambon A, Solier V, Vezon D, Grelon M, Feng X, Bouché N, Mézard C. 2020. AXR1 affects DNA methylation independently of its role in regulating meiotic crossover localization. PLOS Genetics. 16(6), e1008894.
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| PubMed | Europe PMC
2020 |Published| Book (Editor) | IST-REx-ID: 7474 |
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Schlögl A, Kiss J, Elefante S eds. 2020. Austrian High-Performance-Computing meeting (AHPC2020), Klosterneuburg, Austria: IST Austria, 72p.
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2020 |Published| Conference Paper | IST-REx-ID: 7808 |
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Giacobbe M, Henzinger TA, Lechner M. 2020. How many bits does it take to quantize your neural network? International Conference on Tools and Algorithms for the Construction and Analysis of Systems. TACAS: Tools and Algorithms for the Construction and Analysis of Systems, LNCS, vol. 12079, 79–97.
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