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5767 Publications
2023 | Journal Article | IST-REx-ID: 14401 | 
M. E. Maes, R. J. Donahue, C. L. Schlamp, O. J. Marola, R. T. Libby, and R. W. Nickells, “BAX activation in mouse retinal ganglion cells occurs in two temporally and mechanistically distinct steps,” Molecular Neurodegeneration, vol. 18. Springer Nature, 2023.
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2023 | Journal Article | IST-REx-ID: 14489 |
Z. Y. Fan, L. Qiu, S. Gröblacher, and J. Li, “Microwave-optics entanglement via cavity optomagnomechanics,” Laser and Photonics Reviews, vol. 17, no. 12. Wiley, 2023.
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2023 | Journal Article | IST-REx-ID: 13097 |
A. C. Wilson and L. B. Sweeney, “Spinal cords: Symphonies of interneurons across species,” Frontiers in Neural Circuits, vol. 17. Frontiers, 2023.
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2023 | Conference Abstract | IST-REx-ID: 14865 |
Y.-L. Hwong, M. Colin, P. Aglas, C. J. Muller, and S. Sherwood, “Evaluating memory properties in convection schemes using idealised tests,” in EGU General Assembly 2023, Vienna, Austria & Virtual, 2023.
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2023 | Conference Abstract | IST-REx-ID: 14866 |
S. Abramian, C. J. Muller, and C. Risi, “Extreme precipitation in tropical squall lines,” in EGU General Assembly 2023, Vienna, Austria & Virtual, 2023.
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2023 | Journal Article | IST-REx-ID: 14920 |
T. Banerjee, R. Majumdar, K. Mallik, A.-K. Schmuck, and S. Soudjani, “Fast symbolic algorithms for mega-regular games under strong transition fairness,” TheoretiCS, vol. 2. EPI Sciences, 2023.
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2023 | Conference Paper | IST-REx-ID: 12859 |
S. Bombari, S. Kiyani, and M. Mondelli, “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, Honolulu, HI, United States, 2023, vol. 202, pp. 2738–2776.
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2023 | Conference Paper | IST-REx-ID: 14921 |
P. Súkeník, M. Mondelli, and C. Lampert, “Deep neural collapse is provably optimal for the deep unconstrained features model,” in 37th Annual Conference on Neural Information Processing Systems, New Orleans, LA, United States.
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2023 | Conference Paper | IST-REx-ID: 14924 |
D. Wu, V. Kungurtsev, and M. Mondelli, “Mean-field analysis for heavy ball methods: Dropout-stability, connectivity, and global convergence,” in Transactions on Machine Learning Research, 2023.
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2023 | Research Data Reference | IST-REx-ID: 14919 |
T. Shaw, P. Buri, M. McCarthy, E. Miles, and F. Pellicciotti, “Air temperature and near-surface meteorology datasets on three Swiss glaciers - Extreme 2022 Summer.” Zenodo, 2023.
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2023 | Thesis | IST-REx-ID: 13107 |
L. Knaus, “The metabolism of the developing brain : How large neutral amino acids modulate perinatal neuronal excitability and survival,” Institute of Science and Technology Austria, 2023.
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2023 | Journal Article | IST-REx-ID: 12802 |
L. Knaus et al., “Large neutral amino acid levels tune perinatal neuronal excitability and survival,” Cell, vol. 186, no. 9. Elsevier, p. 1950–1967.e25, 2023.
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2023 | Preprint | IST-REx-ID: 13312 |
M. Valentini et al., “Radio frequency driven superconducting diode and parity conserving Cooper pair transport in a two-dimensional germanium hole gas,” arXiv. .
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2023 | Journal Article | IST-REx-ID: 14949 |
M. Burg et al., “Image retrieval outperforms diffusion models on data augmentation,” Journal of Machine Learning Research. ML Research Press, 2023.
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2023 | Preprint | IST-REx-ID: 14946 |
D. Yao et al., “Multi-view causal representation learning with partial observability,” arXiv. .
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2023 | Preprint | IST-REx-ID: 14952 |
V. Maiorca, L. Moschella, A. Norelli, M. Fumero, F. Locatello, and E. Rodolà, “Latent space translation via semantic alignment,” arXiv. .
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2023 | Preprint | IST-REx-ID: 14948 |
A. Kori, F. Locatello, F. D. S. Ribeiro, F. Toni, and B. Glocker, “Grounded object centric learning,” arXiv. .
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2023 | Preprint | IST-REx-ID: 14953 |
Z. Zhu, F. Locatello, and V. Cevher, “Sample complexity bounds for score-matching: Causal discovery and generative modeling,” arXiv. .
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2023 | Preprint | IST-REx-ID: 14954 |
F. Montagna et al., “Assumption violations in causal discovery and the robustness of score matching,” arXiv. .
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2023 | Preprint | IST-REx-ID: 14210 |
M. Fumero et al., “Leveraging sparse and shared feature activations for disentangled representation learning,” arXiv. .
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