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5967 Publications
2023 | Published | Conference Paper | IST-REx-ID: 14208 | 
Zhu Z, Liu F, Chrysos GG, Locatello F, Cevher V. Benign overfitting in deep neural networks under lazy training. In: Proceedings of the 40th International Conference on Machine Learning. Vol 202. ML Research Press; 2023:43105-43128.
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| arXiv
2023 | Submitted | Preprint | IST-REx-ID: 14209 |
Burg MF, Wenzel F, Zietlow D, et al. A data augmentation perspective on diffusion models and retrieval. arXiv. doi:10.48550/arXiv.2304.10253
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| arXiv
2023 | Submitted | Preprint | IST-REx-ID: 14210 |
Fumero M, Wenzel F, Zancato L, et al. Leveraging sparse and shared feature activations for disentangled representation learning. arXiv. doi:10.48550/arXiv.2304.07939
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14211 |
Montagna F, Noceti N, Rosasco L, Zhang K, Locatello F. Causal discovery with score matching on additive models with arbitrary noise. In: 2nd Conference on Causal Learning and Reasoning. ; 2023.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14212 |
Montagna F, Noceti N, Rosasco L, Zhang K, Locatello F. Scalable causal discovery with score matching. In: 2nd Conference on Causal Learning and Reasoning. ; 2023.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14214 |
Liu Y, Alahi A, Russell C, et al. Causal triplet: An open challenge for intervention-centric causal representation learning. In: 2nd Conference on Causal Learning and Reasoning. ; 2023.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14217 |
Moschella L, Maiorca V, Fumero M, Norelli A, Locatello F, Rodolà E. Relative representations enable zero-shot latent space communication. In: The 11th International Conference on Learning Representations. ; 2023.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14218 |
Seitzer M, Horn M, Zadaianchuk A, et al. Bridging the gap to real-world object-centric learning. In: The 11th International Conference on Learning Representations. ; 2023.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14219 |
Zadaianchuk A, Kleindessner M, Zhu Y, Locatello F, Brox T. Unsupervised semantic segmentation with self-supervised object-centric representations. In: The 11th International Conference on Learning Representations. ; 2023.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14222 |
Tangemann M, Schneider S, Kügelgen J von, et al. Unsupervised object learning via common fate. In: 2nd Conference on Causal Learning and Reasoning. ; 2023.
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14245 |
Horesh T, Nevo A. Horospherical coordinates of lattice points in hyperbolic spaces: Effective counting and equidistribution. Pacific Journal of Mathematics. 2023;324(2):265-294. doi:10.2140/pjm.2023.324.265
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14246 |
Brauneis F, Ghazaryan A, Hammer H-W, Volosniev A. Emergence of a Bose polaron in a small ring threaded by the Aharonov-Bohm flux. Communications Physics. 2023;6. doi:10.1038/s42005-023-01281-2
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14254 |
Seiringer R, Solovej JP. A simple approach to Lieb-Thirring type inequalities. Journal of Functional Analysis. 2023;285(10). doi:10.1016/j.jfa.2023.110129
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14256 |
Mathis S, Bugnet LA. Asymmetries of frequency splittings of dipolar mixed modes: A window on the topology of deep magnetic fields. Astronomy and Astrophysics. 2023;676. doi:10.1051/0004-6361/202346832
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14315 |
Cho UH, Hetzer M. Caspase-mediated nuclear pore complex trimming in cell differentiation and endoplasmic reticulum stress. eLife. 2023;12. doi:10.7554/eLife.89066
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| PubMed | Europe PMC
2023 | Published | Journal Article | IST-REx-ID: 14320 |
Henderson PM, Ghazaryan A, Zibrov AA, Young AF, Serbyn M. Deep learning extraction of band structure parameters from density of states: A case study on trilayer graphene. Physical Review B. 2023;108(12). doi:10.1103/physrevb.108.125411
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| arXiv
2023 | Submitted | Preprint | IST-REx-ID: 14333 |
Faller PM, Vankadara LC, Mastakouri AA, Locatello F, Janzing D. Self-compatibility: Evaluating causal discovery without ground truth. arXiv. doi:10.48550/arXiv.2307.09552
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14339 |
Roychoudhry S, Sageman-Furnas K, Wolverton C, et al. Antigravitropic PIN polarization maintains non-vertical growth in lateral roots. Nature Plants. 2023;9:1500-1513. doi:10.1038/s41477-023-01478-x
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| PubMed | Europe PMC
2023 | Published | Conference Paper | IST-REx-ID: 14344 |
Anastos M. Fast algorithms for solving the Hamilton cycle problem with high probability. In: Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms. Vol 2023. Society for Industrial and Applied Mathematics; 2023:2286-2323. doi:10.1137/1.9781611977554.ch88
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14362 |
Castellano I, Giordano Bruno A, Zava N. Weakly weighted generalised quasi-metric spaces and semilattices. Theoretical Computer Science. 2023;977. doi:10.1016/j.tcs.2023.114129
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