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5006 Publications
2022 | Conference Paper | IST-REx-ID: 12540 | 
Venkataramanan R, Kögler K, Mondelli M. Estimation in rotationally invariant generalized linear models via approximate message passing. In: Proceedings of the 39th International Conference on Machine Learning. Vol 162. ML Research Press; 2022.
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2022 | Conference Paper | IST-REx-ID: 12568 |
Meggendorfer T. Risk-aware stochastic shortest path. In: Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022. Vol 36. Association for the Advancement of Artificial Intelligence; 2022:9858-9867. doi:10.1609/aaai.v36i9.21222
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| arXiv
2022 | Preprint | IST-REx-ID: 12660 |
Scott JA, Yeo MX, Lampert C. Cross-client Label Propagation for transductive federated learning. arXiv. doi:10.48550/arXiv.2210.06434
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| arXiv
2022 | Preprint | IST-REx-ID: 12662 |
Súkeník P, Lampert C. Generalization in Multi-objective machine learning. arXiv. doi:10.48550/arXiv.2208.13499
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| arXiv
2022 | Journal Article | IST-REx-ID: 12495 |
Iofinova EB, Konstantinov NH, Lampert C. FLEA: Provably robust fair multisource learning from unreliable training data. Transactions on Machine Learning Research. 2022.
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| arXiv
2022 | Journal Article | IST-REx-ID: 11938 |
Aichholzer O, Arroyo Guevara AM, Masárová Z, et al. On compatible matchings. Journal of Graph Algorithms and Applications. 2022;26(2):225-240. doi:10.7155/jgaa.00591
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| arXiv
2022 | Journal Article | IST-REx-ID: 10706 |
Bialy M, Fiorebe C, Glutsyuk A, Levi M, Plakhov A, Tabachnikov S. Open problems on billiards and geometric optics. Arnold Mathematical Journal. 2022;8:411-422. doi:10.1007/s40598-022-00198-y
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| arXiv
2022 | Preprint | IST-REx-ID: 12677 |
Chatterjee K, Mohammadi M, Saona Urmeneta RJ. Repeated prophet inequality with near-optimal bounds. arXiv. doi:10.48550/ARXIV.2209.14368
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| arXiv
2022 | 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 | Preprint | IST-REx-ID: 12860 |
Bombari S, Achille A, Wang Z, et al. Towards differential relational privacy and its use in question answering. arXiv. doi:10.48550/arXiv.2203.16701
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2022 | Preprint | IST-REx-ID: 10788 |
Wilsch FA. Integral points of bounded height on a certain toric variety. arXiv. doi:10.48550/arXiv.2202.10909
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| arXiv
2022 | Conference Paper | IST-REx-ID: 11839 |
Prach B, Lampert C. Almost-orthogonal layers for efficient general-purpose Lipschitz networks. In: Computer Vision – ECCV 2022. Vol 13681. Springer Nature; 2022:350-365. doi:10.1007/978-3-031-19803-8_21
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| arXiv
2022 | Journal Article | IST-REx-ID: 12671 |
Buttress T, He S, Wang L, et al. Histone H2B.8 compacts flowering plant sperm through chromatin phase separation. Nature. 2022;611(7936):614-622. doi:10.1038/s41586-022-05386-6
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| PubMed | Europe PMC
2022 | Journal Article | IST-REx-ID: 12670 |
He S, Feng X. DNA methylation dynamics during germline development. Journal of Integrative Plant Biology. 2022;64(12):2240-2251. doi:10.1111/jipb.13422
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| PubMed | Europe PMC
2022 | Journal Article | IST-REx-ID: 11336 |
Amberg N, Pauler F, Streicher C, Hippenmeyer S. Tissue-wide genetic and cellular landscape shapes the execution of sequential PRC2 functions in neural stem cell lineage progression. Science Advances. 2022;8(44). doi:10.1126/sciadv.abq1263
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2022 | Journal Article | IST-REx-ID: 11442 |
Piovarci M, Foshey M, Xu J, et al. Closed-loop control of direct ink writing via reinforcement learning. ACM Transactions on Graphics. 2022;41(4). doi:10.1145/3528223.3530144
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| arXiv
2022 | Conference Paper | IST-REx-ID: 11844 |
Alistarh D-A, Rybicki J, Voitovych S. Near-optimal leader election in population protocols on graphs. In: Proceedings of the Annual ACM Symposium on Principles of Distributed Computing. Association for Computing Machinery; 2022:246-256. doi:10.1145/3519270.3538435
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| arXiv
2022 | Thesis | IST-REx-ID: 11777 |
Wild P. High-dimensional expansion and crossing numbers of simplicial complexes. 2022. doi:10.15479/at:ista:11777
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2022 | Thesis | IST-REx-ID: 11128 |
Matejovicova L. Genetic basis of flower colour as a model for adaptive evolution. 2022. doi:10.15479/at:ista:11128
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2022 | Conference Paper | IST-REx-ID: 13239 |
Van Der Plas TL, Vogels TP, Manohar SG. Predictive learning enables neural networks to learn complex working memory tasks. In: Proceedings of Machine Learning Research. Vol 199. ML Research Press; 2022:518-531.
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