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5152 Publications
2022 |Published| Conference Paper | IST-REx-ID: 12168 |
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Cohen S, Gelashvili R, Kokoris Kogias E, et al. Be aware of your leaders. In: International Conference on Financial Cryptography and Data Security. Vol 13411. Springer Nature; 2022:279-295. doi:10.1007/978-3-031-18283-9_13
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2022 |Published| Conference Paper | IST-REx-ID: 12170
Meggendorfer T. PET – A partial exploration tool for probabilistic verification. In: 20th International Symposium on Automated Technology for Verification and Analysis. Vol 13505. Springer Nature; 2022:320-326. doi:10.1007/978-3-031-19992-9_20
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2022 |Published| Conference Paper | IST-REx-ID: 12175 |
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Bose S, Henzinger TA, Lehtinen K, Schewe S, Totzke P. History-deterministic timed automata are not determinizable. In: 16th International Conference on Reachability Problems. Vol 13608. Springer Nature; 2022:67-76. doi:10.1007/978-3-031-19135-0_5
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2022 |Published| Journal Article | IST-REx-ID: 12246 |
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Lewin M, Lieb EH, Seiringer R. Improved Lieb–Oxford bound on the indirect and exchange energies. Letters in Mathematical Physics. 2022;112(5). doi:10.1007/s11005-022-01584-5
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| arXiv
2022 |Published| Journal Article | IST-REx-ID: 10818 |
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Basilico B, Ferrucci L, Ratano P, Golia MT, Grimaldi A, Rosito M, Ferretti V, Reverte I, Sanchini C, Marrone MC, Giubettini M, De Turris V, Salerno D, Garofalo S, St‐Pierre M, Carrier M, Renzi M, Pagani F, Modi B, Raspa M, Scavizzi F, Gross CT, Marinelli S, Tremblay M, Caprioli D, Maggi L, Limatola C, Di Angelantonio S, Ragozzino D. 2022. Microglia control glutamatergic synapses in the adult mouse hippocampus. Glia. 70(1), 173–195.
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| PubMed | Europe PMC
2022 |Published| Conference Paper | IST-REx-ID: 14173 |
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Wenzel F, Dittadi A, Gehler PV, et al. Assaying out-of-distribution generalization in transfer learning. In: 36th Conference on Neural Information Processing Systems. Vol 35. Neural Information Processing Systems Foundation; 2022:7181-7198.
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2022 |Published| Conference Paper | IST-REx-ID: 14106 |
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Lohaus M, Kleindessner M, Kenthapadi K, Locatello F, Russell C. Are two heads the same as one? Identifying disparate treatment in fair neural networks. In: 36th Conference on Neural Information Processing Systems. Vol 35. Neural Information Processing Systems Foundation; 2022:16548-16562.
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2022 |Published| Conference Paper | IST-REx-ID: 14093 |
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Dresdner G, Vladarean M-L, Rätsch G, Locatello F, Cevher V, Yurtsever A. Faster one-sample stochastic conditional gradient method for composite convex minimization. In: Proceedings of the 25th International Conference on Artificial Intelligence and Statistics. Vol 151. ML Research Press; 2022:8439-8457.
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2022 |Published| Thesis | IST-REx-ID: 11473 |
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Mysliwy K. Polarons in Bose gases and polar crystals: Some rigorous energy estimates. 2022. doi:10.15479/at:ista:11473
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2022 |Published| Journal Article | IST-REx-ID: 10564 |
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Mysliwy K, Seiringer R. Polaron models with regular interactions at strong coupling. Journal of Statistical Physics. 2022;186(1). doi:10.1007/s10955-021-02851-w
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| arXiv
2022 |Published| Journal Article | IST-REx-ID: 11402 |
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Chatterjee K, Doyen L. Graph planning with expected finite horizon. Journal of Computer and System Sciences. 2022;129:1-21. doi:10.1016/j.jcss.2022.04.003
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| arXiv
2022 |Published| Conference Paper | IST-REx-ID: 14114 |
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Zietlow D, Lohaus M, Balakrishnan G, et al. Leveling down in computer vision: Pareto inefficiencies in fair deep classifiers. In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers; 2022:10400-10411. doi:10.1109/cvpr52688.2022.01016
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2022 |Published| Conference Paper | IST-REx-ID: 14168 |
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Rahaman N, Weiss M, Locatello F, et al. Neural attentive circuits. In: 36th Conference on Neural Information Processing Systems. Vol 35. ; 2022.
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2022 |Submitted| Conference Paper | IST-REx-ID: 14170 |
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Dittadi A, Papa S, Vita MD, Schölkopf B, Winther O, Locatello F. Generalization and robustness implications in object-centric learning. In: Proceedings of the 39th International Conference on Machine Learning. Vol 2022. ML Research Press; :5221-5285.
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2022 |Published| Conference Paper | IST-REx-ID: 14172 |
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Schott L, Kügelgen J von, Träuble F, et al. Visual representation learning does not generalize strongly within the same domain. In: 10th International Conference on Learning Representations. ; 2022.
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2022 |Published| Conference Paper | IST-REx-ID: 14107 |
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Yao J, Hong Y, Wang C, et al. Self-supervised amodal video object segmentation. In: 36th Conference on Neural Information Processing Systems. ; 2022. doi:10.48550/arXiv.2210.12733
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2022 |Published| Conference Paper | IST-REx-ID: 14171 |
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Rolland P, Cevher V, Kleindessner M, et al. Score matching enables causal discovery of nonlinear additive noise models. In: Proceedings of the 39th International Conference on Machine Learning. Vol 162. ML Research Press; 2022:18741-18753.
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| arXiv
2022 |Published| Conference Paper | IST-REx-ID: 14174 |
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Dittadi A, Träuble F, Wüthrich M, et al. The role of pretrained representations for the OOD generalization of reinforcement learning agents. In: 10th International Conference on Learning Representations. ; 2022.
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| arXiv
2022 |Published| Conference Paper | IST-REx-ID: 14175 |
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Makansi O, Kügelgen J von, Locatello F, et al. You mostly walk alone: Analyzing feature attribution in trajectory prediction. In: 10th International Conference on Learning Representations. ; 2022.
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2022 |Submitted| Preprint | IST-REx-ID: 14220 |
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Mambelli D, Träuble F, Bauer S, Schölkopf B, Locatello F. Compositional multi-object reinforcement learning with linear relation networks. arXiv. doi:10.48550/arXiv.2201.13388
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