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4262 Publications
2023 |Published| Journal Article | IST-REx-ID: 14489 |
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Fan ZY, Qiu L, Gröblacher S, Li J. 2023. Microwave-optics entanglement via cavity optomagnomechanics. Laser and Photonics Reviews. 17(12), 2200866.
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2023 |Published| Journal Article | IST-REx-ID: 13097 |
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Wilson AC, Sweeney LB. 2023. Spinal cords: Symphonies of interneurons across species. Frontiers in Neural Circuits. 17, 1146449.
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2023 |Published| Conference Abstract | IST-REx-ID: 14865 |
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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 |
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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| Journal Article | IST-REx-ID: 14920 |
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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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2023 |Published| Conference Paper | IST-REx-ID: 12859 |
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Bombari S, Kiyani S, Mondelli M. 2023. Beyond the universal law of robustness: Sharper laws for random features and neural tangent kernels. Proceedings of the 40th International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 202, 2738–2776.
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2023 |In Press| Conference Paper | IST-REx-ID: 14921 |
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Súkeník P, Mondelli M, Lampert C. 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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2023 |Published| Conference Paper | IST-REx-ID: 14924 |
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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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2023 | Research Data Reference | IST-REx-ID: 14919 |
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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| Thesis | IST-REx-ID: 13107 |
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Knaus L. 2023. The metabolism of the developing brain : How large neutral amino acids modulate perinatal neuronal excitability and survival. Institute of Science and Technology Austria.
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2023 |Published| Journal Article | IST-REx-ID: 12802 |
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Knaus L, Basilico B, Malzl D, Gerykova Bujalkova M, Smogavec M, Schwarz LA, Gorkiewicz S, Amberg N, Pauler F, Knittl-Frank C, Tassinari M, Maulide N, Rülicke T, Menche J, Hippenmeyer S, Novarino G. 2023. Large neutral amino acid levels tune perinatal neuronal excitability and survival. Cell. 186(9), 1950–1967.e25.
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2023 |Submitted| Preprint | IST-REx-ID: 13312 |
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Valentini M, Sagi O, Baghumyan L, Gijsel T de, Jung J, Calcaterra S, Ballabio A, Servin JA, Aggarwal K, Janik M, Adletzberger T, Souto RS, Leijnse M, Danon J, Schrade C, Bakkers E, Chrastina D, Isella G, Katsaros G. Radio frequency driven superconducting diode and parity conserving Cooper pair transport in a two-dimensional germanium hole gas. 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, 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: 14946 |
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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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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, 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, 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, 2310.18123.
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2023 |Submitted| Preprint | IST-REx-ID: 14954 |
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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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2023 |Submitted| Preprint | IST-REx-ID: 14210 |
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Fumero M, Wenzel F, Zancato L, Achille A, Rodolà E, Soatto S, Schölkopf B, Locatello F. Leveraging sparse and shared feature activations for disentangled representation learning. 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, 2306.00600.
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