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408 Publications
2024 | Published | Thesis | IST-REx-ID: 17485 | 
Frantar, E. (2024). Compressing large neural networks : Algorithms, systems and scaling laws. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17485
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2024 | Published | Journal Article | IST-REx-ID: 17283 |
Chatterjee, K., Goharshady, E., Novotný, P., & Zikelic, D. (2024). Equivalence and similarity refutation for probabilistic programs. Proceedings of the ACM on Programming Languages. Association for Computing Machinery. https://doi.org/10.1145/3656462
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| arXiv
2024 | Published | Thesis | IST-REx-ID: 17208 |
Medina Ramos, R. A. (2024). Exploring the optimization landscape of variational quantum algorithms. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17208
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2024 | Published | Conference Paper | IST-REx-ID: 17170 |
Attali, D., Kourimska, H., Fillmore, C. D., Ghosh, I., Lieutier, A., Stephenson, E. R., & Wintraecken, M. (2024). Tight bounds for the learning of homotopy à la Niyogi, Smale, and Weinberger for subsets of euclidean spaces and of Riemannian manifolds. In 40th International Symposium on Computational Geometry (Vol. 293, p. 11:1-11:19). Athens, Greece: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.SoCG.2024.11
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| arXiv
2024 | Published | Thesis | IST-REx-ID: 18132 |
Glas, J. (2024). Counting rational points over function fields. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18132
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2024 | Published | Journal Article | IST-REx-ID: 18961 |
Günther, C. U., & Pietrzak, K. Z. (2024). Deniability in automated contact tracing: Impossibilities and possibilities. Proceedings on Privacy Enhancing Technologies. Bristol, UK/Virtual: Privacy Enhancing Technologies Symposium Advisory Board. https://doi.org/10.56553/popets-2024-0134
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2024 | Published | Thesis | IST-REx-ID: 18667 |
Heiss, T. (2024). New methods for applying topological data analysis to materials science. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18667
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2024 | Published | Thesis | IST-REx-ID: 14711 |
Olusanya, O. O. (2024). Local adaptation, genetic load and extinction in metapopulations. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:14711
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2024 | Published | Thesis | IST-REx-ID: 17156 |
Rychlewicz, K. P. (2024). Equivariant cohomology and rings of functions. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17156
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2024 | Published | Thesis | IST-REx-ID: 18681
Tavakoli, M. (2024). Developing molecular and structural tools for studying brain architecture with super resolution expansion microscopy. LICONN: Molecularly-informed connectomics reconstruction with light microscopy. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18681
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2024 | Published | Thesis | IST-REx-ID: 18515 |
Surendranadh, P. (2024). Effect of population structure on neutral genetic variation and barriers to gene exchange. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18515
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2024 | Published | Thesis | IST-REx-ID: 18674 |
Lyudchik, J. (2024). Image analysis for brain tissue reconstruction with super-resolution light microscopy. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18674
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2024 | Published | Thesis | IST-REx-ID: 15094 |
Cultrera di Montesano, S. (2024). Persistence and Morse theory for discrete geometric structures. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:15094
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2024 | Published | Journal Article | IST-REx-ID: 15407 |
Finžgar, J. R., Kerschbaumer, A., Schuetz, M. J. A., Mendl, C. B., & Katzgraber, H. G. (2024). Quantum-informed recursive optimization algorithms. PRX Quantum. American Physical Society. https://doi.org/10.1103/PRXQuantum.5.020327
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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: 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 | Thesis | IST-REx-ID: 17133 |
Hassani, F. (2024). Superconducting qubits capable of dynamic switching between protected and high-speed control regimes. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17133
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2024 | Published | Conference Paper | IST-REx-ID: 18891 |
Súkeník, P., Lampert, C., & Mondelli, M. (2024). Neural collapse versus low-rank bias: Is deep neural collapse really optimal? 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 | Thesis | IST-REx-ID: 17850 |
Gonzalez Somermeyer, L. (2024). Fitness landscapes of orthologous green fluorescent proteins. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17850
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2024 | Published | Thesis | IST-REx-ID: 15020 |
Hledik, M. (2024). Genetic information and biological optimization. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:15020
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