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5366 Publications
2023 | Published | Conference Abstract | IST-REx-ID: 14863 | 
Polesello A, Muller CJ, Pasquero C, Meroni AN. 2023. Intensification mechanisms of tropical cyclones. EGU General Assembly 2023. EGU General Assembly, EGU23-6157.
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2023 | Published | Conference Abstract | IST-REx-ID: 14864 |
Stöllner A, Lenton IC, Muller CJ, Waitukaitis SR. 2023. Measuring spontaneous charging of single aerosol particles. EGU General Assembly 2023. EGU General Assembly, 6166.
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2023 | Published | Conference Abstract | IST-REx-ID: 14865 |
Hwong Y-L, Colin M, Aglas P, Muller CJ, Sherwood S. 2023. Evaluating memory properties in convection schemes using idealised tests. EGU General Assembly 2023. EGU General Assembly, EGU23-4968.
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2023 | Published | Conference Abstract | IST-REx-ID: 14866 |
Abramian S, Muller CJ, Risi C. 2023. Extreme precipitation in tropical squall lines. EGU General Assembly 2023. EGU General Assembly, EGU23-15870.
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2023 | Published | Conference Paper | IST-REx-ID: 14867 |
Anastos M. 2023. Constructing Hamilton cycles and perfect matchings efficiently. Proceedings of the 12th European Conference on Combinatorics, Graph Theory and Applications. EUROCOMB: European Conference on Combinatorics, Graph Theory and Applications, 36–41.
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| arXiv
2023 | Epub ahead of print | Journal Article | IST-REx-ID: 14868 |
Tyagi S, Capitanio JS, Xu J, Chen F, Sharma R, Huang J, Hetzer M. 2023. High-precision mapping of nuclear pore-chromatin interactions reveals new principles of genome organization at the nuclear envelope. eLife.
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2023 | Research Data Reference | IST-REx-ID: 14892 |
Feitosa Tomé D. 2023. douglastome/dynamic-engrams: Dynamic and selective engrams emerge with memory consolidation, Zenodo, 10.5281/ZENODO.10251087.
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2023 | Research Data Reference | IST-REx-ID: 14919 |
Shaw T, Buri P, McCarthy M, Miles E, Pellicciotti F. 2023. Air temperature and near-surface meteorology datasets on three Swiss glaciers - Extreme 2022 Summer, Zenodo, 10.5281/ZENODO.8277285.
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2023 | Published | Journal Article | IST-REx-ID: 14920 |
Banerjee T, Majumdar R, Mallik K, Schmuck A-K, Soudjani S. 2023. Fast symbolic algorithms for mega-regular games under strong transition fairness. TheoretiCS. 2, 4.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14921 |
Súkeník P, Mondelli M, Lampert C. 2023. Deep neural collapse is provably optimal for the deep unconstrained features model. 37th Annual Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems, NeurIPS, .
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14922 |
Esposito AR, Mondelli M. 2023. Concentration without independence via information measures. Proceedings of 2023 IEEE International Symposium on Information Theory. ISIT: IEEE International Symposium on Information Theory, 400–405.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14923 |
Fu T, Liu Y, Barbier J, Mondelli M, Liang S, Hou T. 2023. Mismatched estimation of non-symmetric rank-one matrices corrupted by structured noise. Proceedings of 2023 IEEE International Symposium on Information Theory. ISIT: IEEE International Symposium on Information Theory, 1178–1183.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14924 |
Wu D, Kungurtsev V, Mondelli M. 2023. Mean-field analysis for heavy ball methods: Dropout-stability, connectivity, and global convergence. Transactions on Machine Learning Research. , TMLR, .
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| arXiv
2023 | Submitted | Preprint | IST-REx-ID: 14946 |
Yao D, Xu D, Lachapelle S, Magliacane S, Taslakian P, Martius G, Kügelgen J von, Locatello F. Multi-view causal representation learning with partial observability. arXiv, 2311.04056.
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| arXiv
2023 | Submitted | Preprint | IST-REx-ID: 14948 |
Kori A, Locatello F, Ribeiro FDS, Toni F, Glocker B. Grounded object centric learning. arXiv, 2307.09437.
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| arXiv
2023 | Published | Journal Article | IST-REx-ID: 14949 |
Burg M, Wenzel F, Zietlow D, Horn M, Makansi O, Locatello F, Russell C. 2023. Image retrieval outperforms diffusion models on data augmentation. Journal of Machine Learning Research.
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2023 | Submitted | Preprint | IST-REx-ID: 14952 |
Maiorca V, Moschella L, Norelli A, Fumero M, Locatello F, Rodolà E. Latent space translation via semantic alignment. arXiv, 2311.00664.
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| arXiv
2023 | Submitted | Preprint | IST-REx-ID: 14953 |
Zhu Z, Locatello F, Cevher V. Sample complexity bounds for score-matching: Causal discovery and generative modeling. arXiv, 2310.18123.
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| arXiv
2023 | Submitted | Preprint | IST-REx-ID: 14954 |
Montagna F, Mastakouri AA, Eulig E, Noceti N, Rosasco L, Janzing D, Aragam B, Locatello F. Assumption violations in causal discovery and the robustness of score matching. arXiv, 2310.13387.
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| arXiv