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5967 Publications
2023 | Published | Conference Paper | IST-REx-ID: 14208 | 
Z. Zhu, F. Liu, G. G. Chrysos, F. Locatello, and V. Cevher, “Benign overfitting in deep neural networks under lazy training,” in Proceedings of the 40th International Conference on Machine Learning, Honolulu, Hawaii, United States, 2023, vol. 202, pp. 43105–43128.
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| arXiv
2023 | Submitted | Preprint | IST-REx-ID: 14209 |
M. F. Burg et al., “A data augmentation perspective on diffusion models and retrieval,” arXiv. .
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| arXiv
2023 | Submitted | Preprint | IST-REx-ID: 14210 |
M. Fumero et al., “Leveraging sparse and shared feature activations for disentangled representation learning,” arXiv. .
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14211 |
F. Montagna, N. Noceti, L. Rosasco, K. Zhang, and F. Locatello, “Causal discovery with score matching on additive models with arbitrary noise,” in 2nd Conference on Causal Learning and Reasoning, Tübingen, Germany, 2023.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14212 |
F. Montagna, N. Noceti, L. Rosasco, K. Zhang, and F. Locatello, “Scalable causal discovery with score matching,” in 2nd Conference on Causal Learning and Reasoning, Tübingen, Germany, 2023.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14214 |
Y. Liu et al., “Causal triplet: An open challenge for intervention-centric causal representation learning,” in 2nd Conference on Causal Learning and Reasoning, Tübingen, Germany, 2023.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14217 |
L. Moschella, V. Maiorca, M. Fumero, A. Norelli, F. Locatello, and E. Rodolà, “Relative representations enable zero-shot latent space communication,” in The 11th International Conference on Learning Representations, Kigali, Rwanda, 2023.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14218 |
M. Seitzer et al., “Bridging the gap to real-world object-centric learning,” in The 11th International Conference on Learning Representations, Kigali, Rwanda, 2023.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14219 |
A. Zadaianchuk, M. Kleindessner, Y. Zhu, F. Locatello, and T. Brox, “Unsupervised semantic segmentation with self-supervised object-centric representations,” in The 11th International Conference on Learning Representations, Kigali, Rwanda, 2023.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14222 |
M. Tangemann et al., “Unsupervised object learning via common fate,” in 2nd Conference on Causal Learning and Reasoning, Tübingen, Germany, 2023.
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14245 |
T. Horesh and A. Nevo, “Horospherical coordinates of lattice points in hyperbolic spaces: Effective counting and equidistribution,” Pacific Journal of Mathematics, vol. 324, no. 2. Mathematical Sciences Publishers, pp. 265–294, 2023.
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14246 |
F. Brauneis, A. Ghazaryan, H.-W. Hammer, and A. Volosniev, “Emergence of a Bose polaron in a small ring threaded by the Aharonov-Bohm flux,” Communications Physics, vol. 6. Springer Nature, 2023.
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14254 |
R. Seiringer and J. P. Solovej, “A simple approach to Lieb-Thirring type inequalities,” Journal of Functional Analysis, vol. 285, no. 10. Elsevier, 2023.
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14256 |
S. Mathis and L. A. Bugnet, “Asymmetries of frequency splittings of dipolar mixed modes: A window on the topology of deep magnetic fields,” Astronomy and Astrophysics, vol. 676. EDP Sciences, 2023.
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14315 |
U. H. Cho and M. Hetzer, “Caspase-mediated nuclear pore complex trimming in cell differentiation and endoplasmic reticulum stress,” eLife, vol. 12. eLife Sciences Publications, 2023.
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| PubMed | Europe PMC
2023 | Published | Journal Article | IST-REx-ID: 14320 |
P. M. Henderson, A. Ghazaryan, A. A. Zibrov, A. F. Young, and M. Serbyn, “Deep learning extraction of band structure parameters from density of states: A case study on trilayer graphene,” Physical Review B, vol. 108, no. 12. American Physical Society, 2023.
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| arXiv
2023 | Submitted | Preprint | IST-REx-ID: 14333 |
P. M. Faller, L. C. Vankadara, A. A. Mastakouri, F. Locatello, and D. Janzing, “Self-compatibility: Evaluating causal discovery without ground truth,” arXiv. .
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14339 |
S. Roychoudhry et al., “Antigravitropic PIN polarization maintains non-vertical growth in lateral roots,” Nature Plants, vol. 9. Springer Nature, pp. 1500–1513, 2023.
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| PubMed | Europe PMC
2023 | Published | Conference Paper | IST-REx-ID: 14344 |
M. Anastos, “Fast algorithms for solving the Hamilton cycle problem with high probability,” in Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms, Florence, Italy, 2023, vol. 2023, pp. 2286–2323.
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14362 |
I. Castellano, A. Giordano Bruno, and N. Zava, “Weakly weighted generalised quasi-metric spaces and semilattices,” Theoretical Computer Science, vol. 977. Elsevier, 2023.
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