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5148 Publications
2023 |Published| Conference Paper | IST-REx-ID: 12859 |
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Bombari S, Kiyani S, Mondelli M. Beyond the universal law of robustness: Sharper laws for random features and neural tangent kernels. In: Proceedings of the 40th International Conference on Machine Learning. Vol 202. ML Research Press; 2023:2738-2776.
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2023 |Published| Conference Paper | IST-REx-ID: 14924 |
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Wu D, Kungurtsev V, Mondelli M. Mean-field analysis for heavy ball methods: Dropout-stability, connectivity, and global convergence. In: Transactions on Machine Learning Research. ML Research Press; 2023.
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2023 | Research Data Reference | IST-REx-ID: 14919 |
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Shaw T, Buri P, McCarthy M, Miles E, Pellicciotti F. Air temperature and near-surface meteorology datasets on three Swiss glaciers - Extreme 2022 Summer. 2023. doi:10.5281/ZENODO.8277285
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2023 |Published| Thesis | IST-REx-ID: 13107 |
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Knaus L. The metabolism of the developing brain : How large neutral amino acids modulate perinatal neuronal excitability and survival. 2023. doi:10.15479/at:ista:13107
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2023 |Published| Journal Article | IST-REx-ID: 12802 |
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Knaus L, Basilico B, Malzl D, et al. Large neutral amino acid levels tune perinatal neuronal excitability and survival. Cell. 2023;186(9):1950-1967.e25. doi:10.1016/j.cell.2023.02.037
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2023 |Submitted| Preprint | IST-REx-ID: 13312 |
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Valentini M, Sagi O, Baghumyan L, et al. Radio frequency driven superconducting diode and parity conserving Cooper pair transport in a two-dimensional germanium hole gas. arXiv. doi:10.48550/arXiv.2306.07109
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2023 |Published| Journal Article | IST-REx-ID: 14949 |
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Burg M, Wenzel F, Zietlow D, et al. Image retrieval outperforms diffusion models on data augmentation. Journal of Machine Learning Research. 2023.
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2023 |Submitted| Preprint | IST-REx-ID: 14946 |
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Yao D, Xu D, Lachapelle S, et al. Multi-view causal representation learning with partial observability. arXiv. doi:10.48550/arXiv.2311.04056
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2023 |Submitted| Preprint | IST-REx-ID: 14952 |
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Maiorca V, Moschella L, Norelli A, Fumero M, Locatello F, Rodolà E. Latent space translation via semantic alignment. arXiv. doi:10.48550/arXiv.2311.00664
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2023 |Submitted| Preprint | IST-REx-ID: 14948 |
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Kori A, Locatello F, Ribeiro FDS, Toni F, Glocker B. Grounded object centric learning. arXiv. doi:10.48550/arXiv.2307.09437
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2023 |Submitted| Preprint | IST-REx-ID: 14953 |
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Zhu Z, Locatello F, Cevher V. Sample complexity bounds for score-matching: Causal discovery and generative modeling. arXiv. doi:10.48550/arXiv.2310.18123
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2023 |Submitted| Preprint | IST-REx-ID: 14954 |
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Montagna F, Mastakouri AA, Eulig E, et al. Assumption violations in causal discovery and the robustness of score matching. arXiv. doi:10.48550/arXiv.2310.13387
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2023 |Submitted| Preprint | IST-REx-ID: 14210 |
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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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2023 |Submitted| Preprint | IST-REx-ID: 14207 |
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Löwe S, Lippe P, Locatello F, Welling M. Rotating features for object discovery. arXiv. doi:10.48550/arXiv.2306.00600
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2023 |Submitted| Preprint | IST-REx-ID: 14963 |
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Zhao Z, Wang J, Horn M, et al. Object-centric multiple object tracking. arXiv. doi:10.48550/arXiv.2309.00233
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2023 |Submitted| Preprint | IST-REx-ID: 14961 |
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Montagna F, Noceti N, Rosasco L, Locatello F. Shortcuts for causal discovery of nonlinear models by score matching. arXiv. doi:10.48550/arXiv.2310.14246
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2023 |Submitted| Preprint | IST-REx-ID: 14962 |
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Fan K, Bai Z, Xiao T, et al. Unsupervised open-vocabulary object localization in videos. arXiv. doi:10.48550/arXiv.2309.09858
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2023 |Published| Conference Paper | IST-REx-ID: 14958 |
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Xu D, Yao D, Lachapelle S, et al. A sparsity principle for partially observable causal representation learning. In: Causal Representation Learning Workshop at NeurIPS 2023. OpenReview; 2023.
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2023 |Published| Journal Article | IST-REx-ID: 14466 |
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Marensi E, Yalniz G, Hof B. Dynamics and proliferation of turbulent stripes in plane-Poiseuille and plane-Couette flows. Journal of Fluid Mechanics. 2023;974. doi:10.1017/jfm.2023.780
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| arXiv
2023 |Published| Journal Article | IST-REx-ID: 14985 |
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Liu Z, Hong T, Xu L, et al. Lattice expansion enables interstitial doping to achieve a high average ZT in n‐type PbS. Interdisciplinary Materials. 2023;2(1):161-170. doi:10.1002/idm2.12056
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