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9789 Publications
2021 | Published | Conference Paper | IST-REx-ID: 14179 | 
Kügelgen, Julius von, Yash Sharma, Luigi Gresele, Wieland Brendel, Bernhard Schölkopf, Michel Besserve, and Francesco Locatello. “Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style.” In Advances in Neural Information Processing Systems, 34:16451–67, 2021.
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2021 | Published | Conference Paper | IST-REx-ID: 14181 |
Dresdner, Gideon, Saurav Shekhar, Fabian Pedregosa, Francesco Locatello, and Gunnar Rätsch. “Boosting Variational Inference with Locally Adaptive Step-Sizes.” In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2337–43. International Joint Conferences on Artificial Intelligence, 2021. https://doi.org/10.24963/ijcai.2021/322.
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2021 | Published | Conference Paper | IST-REx-ID: 14182 |
Träuble, Frederik, Julius von Kügelgen, Matthäus Kleindessner, Francesco Locatello, Bernhard Schölkopf, and Peter Gehler. “Backward-Compatible Prediction Updates: A Probabilistic Approach.” In 35th Conference on Neural Information Processing Systems, 34:116–28, 2021.
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2021 | Submitted | Preprint | IST-REx-ID: 14278 |
Koval, Illya. “Local Strong Birkhoff Conjecture and Local Spectral Rigidity of Almost Every Ellipse.” ArXiv, n.d. https://doi.org/10.48550/ARXIV.2111.12171.
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2021 | Published | Conference Paper | IST-REx-ID: 14332
Träuble, Frederik, Andrea Dittadi, Manuel Wuthrich, Felix Widmaier, Peter Vincent Gehler, Ole Winther, Francesco Locatello, Olivier Bachem, Bernhard Schölkopf, and Stefan Bauer. “Representation Learning for Out-of-Distribution Generalization in Reinforcement Learning.” In ICML 2021 Workshop on Unsupervised Reinforcement Learning, 2021.
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2021 | Published | Journal Article | IST-REx-ID: 6965 |
Rychlewicz, Kamil P. “The Positivity of Local Equivariant Hirzebruch Class for Toric Varieties.” Bulletin of the London Mathematical Society. Wiley, 2021. https://doi.org/10.1112/blms.12442.
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2021 | Published | Journal Article | IST-REx-ID: 7883 |
Kuzmicz-Kowalska, Katarzyna, and Anna Kicheva. “Regulation of Size and Scale in Vertebrate Spinal Cord Development.” Wiley Interdisciplinary Reviews: Developmental Biology. Wiley, 2021. https://doi.org/10.1002/wdev.383.
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| PubMed | Europe PMC
2021 | Published | Journal Article | IST-REx-ID: 9097 |
Pandey, Rakesh, Yusur Al-Nuaimi, Rajiv Kumar Mishra, Sarah K. Spurgeon, and Marc Goodfellow. “Role of Subnetworks Mediated by TNF α, IL-23/IL-17 and IL-15 in a Network Involved in the Pathogenesis of Psoriasis.” Scientific Reports. Springer Nature, 2021. https://doi.org/10.1038/s41598-020-80507-7.
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2021 | Published | Journal Article | IST-REx-ID: 9151 |
Fildier, Benjamin, William D. Collins, and Caroline J Muller. “Distortions of the Rain Distribution with Warming, with and without Self‐aggregation.” Journal of Advances in Modeling Earth Systems. American Geophysical Union, 2021. https://doi.org/10.1029/2020ms002256.
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2021 | Published | Journal Article | IST-REx-ID: 10339 |
Vanhille-Campos, Christian, and Anđela Šarić. “Modelling the Dynamics of Vesicle Reshaping and Scission under Osmotic Shocks.” Soft Matter. Royal Society of Chemistry, 2021. https://doi.org/10.1039/d0sm02012e.
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2021 | Published | Journal Article | IST-REx-ID: 9329 |
Zhang, Xiaomin, Alois Schlögl, David H Vandael, and Peter M Jonas. “MOD: A Novel Machine-Learning Optimal-Filtering Method for Accurate and Efficient Detection of Subthreshold Synaptic Events in Vivo.” Journal of Neuroscience Methods. Elsevier, 2021. https://doi.org/10.1016/j.jneumeth.2021.109125.
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2021 | Published | Journal Article | IST-REx-ID: 9778 |
Vandael, David H, Yuji Okamoto, and Peter M Jonas. “Transsynaptic Modulation of Presynaptic Short-Term Plasticity in Hippocampal Mossy Fiber Synapses.” Nature Communications. Springer, 2021. https://doi.org/10.1038/s41467-021-23153-5.
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2021 | Published | Conference Paper | IST-REx-ID: 9345 |
Edelsbrunner, Herbert, Teresa Heiss, Vitaliy Kurlin , Philip Smith, and Mathijs Wintraecken. “The Density Fingerprint of a Periodic Point Set.” In 37th International Symposium on Computational Geometry (SoCG 2021), 189:32:1-32:16. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021. https://doi.org/10.4230/LIPIcs.SoCG.2021.32.
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2021 | Published | Journal Article | IST-REx-ID: 10204 |
Osang, Georg F, Herbert Edelsbrunner, and Mohammad Saadatfar. “Topological Signatures and Stability of Hexagonal Close Packing and Barlow Stackings.” Soft Matter. Royal Society of Chemistry , 2021. https://doi.org/10.1039/d1sm00774b.
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2021 | Published | Journal Article | IST-REx-ID: 10222 |
Akopyan, Arseniy, Herbert Edelsbrunner, and Anton Nikitenko. “The Beauty of Random Polytopes Inscribed in the 2-Sphere.” Experimental Mathematics. Taylor and Francis, 2021. https://doi.org/10.1080/10586458.2021.1980459.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 9604 |
Biswas, Ranita, Sebastiano Cultrera di Montesano, Herbert Edelsbrunner, and Morteza Saghafian. “Counting Cells of Order-k Voronoi Tessellations in ℝ3 with Morse Theory.” In Leibniz International Proceedings in Informatics, Vol. 189. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021. https://doi.org/10.4230/LIPIcs.SoCG.2021.16.
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2021 | Published | Journal Article | IST-REx-ID: 9602 |
Pach, János, and István Tomon. “Erdős-Hajnal-Type Results for Monotone Paths.” Journal of Combinatorial Theory. Series B. Elsevier, 2021. https://doi.org/10.1016/j.jctb.2021.05.004.
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2021 | Published | Journal Article | IST-REx-ID: 8317 |
Aichholzer, Oswin, Hugo A. Akitaya, Kenneth C. Cheung, Erik D. Demaine, Martin L. Demaine, Sándor P. Fekete, Linda Kleist, et al. “Folding Polyominoes with Holes into a Cube.” Computational Geometry: Theory and Applications. Elsevier, 2021. https://doi.org/10.1016/j.comgeo.2020.101700.
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2021 | Published | Conference Paper | IST-REx-ID: 9296 |
Aichholzer, Oswin, Alan M Arroyo Guevara, Zuzana Masárová, Irene Parada, Daniel Perz, Alexander Pilz, Josef Tkadlec, and Birgit Vogtenhuber. “On Compatible Matchings.” In 15th International Conference on Algorithms and Computation, 12635:221–33. Springer Nature, 2021. https://doi.org/10.1007/978-3-030-68211-8_18.
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2021 | Published | Journal Article | IST-REx-ID: 18234
Baskin, Chaim, Evgenii Zheltonozhkii, Tal Rozen, Natan Liss, Yoav Chai, Eli Schwartz, Raja Giryes, Alex M. Bronstein, and Avi Mendelson. “NICE: Noise Injection and Clamping Estimation for Neural Network Quantization.” Mathematics. MDPI, 2021. https://doi.org/10.3390/math9172144.
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