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5872 Publications
2024 | Published | Conference Paper | IST-REx-ID: 19010 | 
Yao, D., Rancati, D., Cadei, R., Fumero, M., & Locatello, F. (2024). Unifying causal representation learning with the invariance principle. In 38th Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18890 |
Beaglehole, D., Súkeník, P., Mondelli, M., & Belkin, M. (2024). Average gradient outer product as a mechanism for deep neural collapse. In 38th Annual Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 19007 |
Kori, A., Locatello, F., Santhirasekaram, A., Toni, F., Glocker, B., & De Sousa Ribeiro, F. (2024). Identifiable object-centric representation learning via probabilistic slot attention. In 38th Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18996 |
Chen, T., Bello, K., Locatello, F., Aragam, B., & Ravikumar, P. K. (2024). Identifying general mechanism shifts in linear causal representations. In 38th Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 19518 |
Wu, D., Modoranu, I.-V., Safaryan, M., Kuznedelev, D., & Alistarh, D.-A. (2024). The iterative optimal brain surgeon: Faster sparse recovery by leveraging second-order information. In 38th Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18875 |
Kalinin, N., & Lampert, C. (2024). Banded square root matrix factorization for differentially private model training. In 38th Annual Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 19512 |
Andersson, J. D., Henzinger, M., Pagh, R., Steiner, T. A., & Upadhyay, J. (2024). Continual counting with gradual privacy expiration. In 38th Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 19515 |
Fumero, M., Pegoraro, M., Maiorca, V., Locatello, F., & Rodolà, E. (2024). Latent functional maps: A spectral framework for representation alignment. In 38th Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 19510 |
Modoranu, I.-V., Safaryan, M., Malinovsky, G., Kurtic, E., Robert, T., Richtárik, P., & Alistarh, D.-A. (2024). MICROADAM: Accurate adaptive optimization with low space overhead and provable convergence. In 38th Conference on Neural Information Processing Systems (Vol. 37). Neural Information Processing Systems Foundation.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 19517 |
Crisostomi, D., Fumero, M., Baieri, D., Bernard, F., & Rodolà, E. (2024). C2M3: Cycle-consistent multi-model merging. In 38th Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 19511 |
Ashkboos, S., Mohtashami, A., Croci, M. L., Li, B., Cameron, P., Jaggi, M., … Hensman, J. (2024). QuaRot: Outlier-free 4-bit inference in rotated LLMs. In 38th Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.
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| arXiv
2024 | Submitted | Preprint | IST-REx-ID: 19520 |
Vijatovic, D., Toma, F. A., Harrington, Z. P., Sommer, C. M., Hauschild, R., Trevisan, A. J., … Sweeney, L. B. (n.d.). Spinal neuron diversity scales exponentially with swim-to-limb transformation during frog metamorphosis. bioRxiv. https://doi.org/10.1101/2024.09.20.614050
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2024 | Research Data | IST-REx-ID: 14705 |
Elkrewi, M. N. (2024). Data from “Chromosome-level assembly of Artemia franciscana sheds light on sex-chromosome differentiation.” Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:14705
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2024 | Published | Journal Article | IST-REx-ID: 15053 |
Jin, S., Dai, K., Verstraten, J., Dixmerias, M., Al Hyder, R., Salomon, C., … Yefsah, T. (2024). Multipurpose platform for analog quantum simulation. Physical Review Research. American Physical Society. https://doi.org/10.1103/physrevresearch.6.013158
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 17103 |
Jiang L, Zhang X, Zhao Y, Zhu H, Fu Q, Lu X, Huang W, Yang X, Zhou X, Wu L, Yang A, He X, Dong M, Peng Z, Yang J, Guo L, Wen J, Huang H, Xie Y, Zhu S, Li C, He X, Zhu Y, Friml J, Du Y. 2024. Phytoalexin sakuranetin attenuates endocytosis and enhances resistance to rice blast. Nature Communications. 15, 3437.
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| PubMed | Europe PMC
2024 | Published | Journal Article | IST-REx-ID: 15122 |
Sack, S., & Egger, D. J. (2024). Large-scale quantum approximate optimization on nonplanar graphs with machine learning noise mitigation. Physical Review Research. American Physical Society. https://doi.org/10.1103/PhysRevResearch.6.013223
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 15372 |
Hibshman, G. N., Bravo, J. P. K., Hooper, M. M., Dangerfield, T. L., Zhang, H., Finkelstein, I. J., … Taylor, D. W. (2024). Unraveling the mechanisms of PAMless DNA interrogation by SpRY-Cas9. Nature Communications. Springer Nature. https://doi.org/10.1038/s41467-024-47830-3
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| PubMed | Europe PMC
2024 | Published | Journal Article | IST-REx-ID: 15181 |
Becker, A., Koutentakis, G., & Schmelcher, P. (2024). Synthetic dimension-induced pseudo Jahn-Teller effect in one-dimensional confined fermions. Physical Review Research. American Physical Society. https://doi.org/10.1103/physrevresearch.6.013257
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 17409 |
Van Vliet, S., Sheng, J., Stindt, C. N., & Feringa, B. L. (2024). All-visible-light-driven salicylidene schiff-base-functionalized artificial molecular motors. Nature Communications. Springer Nature. https://doi.org/10.1038/s41467-024-50587-4
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| PubMed | Europe PMC
2024 | Published | Journal Article | IST-REx-ID: 15406 |
Savchenko, M. L., Gospodarič, J., Shuvaev, A., Dmitriev, I. A., Dziom, V., Dobretsova, A. A., … Pimenov, A. (2024). Optical Shubnikov-de Haas oscillations in two-dimensional electron systems. Physical Review Research. American Physical Society. https://doi.org/10.1103/PhysRevResearch.6.L022027
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