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5368 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: 14238 |
L. Kranabetter et al., “Nonadiabatic laser-induced alignment dynamics of molecules on a surface,” Physical Review Letters, vol. 131, no. 5. American Physical Society, 2023.
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14239 |
M. Mauri and E. Shinder, “Homological Bondal-Orlov localization conjecture for rational singularities,” Forum of Mathematics, Sigma, vol. 11. Cambridge University Press, 2023.
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14240 |
S. Jeschke and C. Wojtan, “Generalizing shallow water simulations with dispersive surface waves,” ACM Transactions on Graphics, vol. 42, no. 4. Association for Computing Machinery, 2023.
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2023 | Published | Conference Paper | IST-REx-ID: 14241 |
K. Tojo, A. Shamir, B. Bickel, and N. Umetani, “Stealth shaper: Reflectivity optimization as surface stylization,” in SIGGRAPH 2023 Conference Proceedings, Los Angeles, CA, United States, 2023.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14242 |
M. Lechner, D. Zikelic, K. Chatterjee, T. A. Henzinger, and D. Rus, “Quantization-aware interval bound propagation for training certifiably robust quantized neural networks,” in Proceedings of the 37th AAAI Conference on Artificial Intelligence, Washington, DC, United States, 2023, vol. 37, no. 12, pp. 14964–14973.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14243 |
G. Avni, I. R. Jecker, and D. Zikelic, “Bidding graph games with partially-observable budgets,” in Proceedings of the 37th AAAI Conference on Artificial Intelligence, Washington, DC, United States, 2023, vol. 37, no. 5, pp. 5464–5471.
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14244 |
T. Hausel, M. L. Wong, and D. Wyss, “Arithmetic and metric aspects of open de Rham spaces,” Proceedings of the London Mathematical Society, vol. 127, no. 4. Wiley, pp. 958–1027, 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: 14253 |
N. C. Vierra et al., “Neuronal ER-plasma membrane junctions couple excitation to Ca2+-activated PKA signaling,” Nature Communications, vol. 14. Springer Nature, 2023.
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