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367 Publications
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 | Journal Article | IST-REx-ID: 14852 |
Kramarenko, I., Kerutt, J., Verhamme, A., Oesch, P. A., Barrufet, L., Matthee, J. J., … Thai, T. T. (2024). Linking UV spectral properties of MUSE Ly α emitters at z ≳ 3 to Lyman continuum escape. Monthly Notices of the Royal Astronomical Society. Oxford University Press. https://doi.org/10.1093/mnras/stad3853
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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 | 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 | 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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2024 | Published | Conference Paper | IST-REx-ID: 18917 |
Aronov, B., Basit, A., Ramesh, I., Tasinato, G., & Wagner, U. (2024). Eight-partitioning points in 3D, and efficiently too. In 40th International Symposium on Computational Geometry (Vol. 293, p. 8:1-8:15). Athens, Greece: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.SoCG.2024.8
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 14796 |
Stankowski, S., Zagrodzka, Z. B., Garlovsky, M. D., Pal, A., Shipilina, D., Garcia Castillo, D. F., … Butlin, R. K. (2024). The genetic basis of a recent transition to live-bearing in marine snails. Science. American Association for the Advancement of Science. https://doi.org/10.1126/science.adi2982
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| PubMed | Europe PMC
2024 | Published | Conference Paper | IST-REx-ID: 17426 |
Prach, B., Brau, F., Buttazzo, G., & Lampert, C. (2024). 1-Lipschitz layers compared: Memory, speed, and certifiable robustness. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 24574–24583). Seattle, WA, United States: Computer Vision Foundation. https://doi.org/10.1109/CVPR52733.2024.02320
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| arXiv
2024 | Draft | Preprint | IST-REx-ID: 18874 |
Prach, B., & Lampert, C. (n.d.). Intriguing properties of robust classification. arXiv. https://doi.org/10.48550/arXiv.2412.04245
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 17219 |
Synak, P., Kalinov, A., Strugaru, I.-M., Etemadi, A., Yang, H., & Wojtan, C. (2024). Multi-material mesh-based surface tracking with implicit topology changes. ACM Transactions on Graphics. Association for Computing Machinery. https://doi.org/10.1145/3658223
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2024 | Published | Thesis | IST-REx-ID: 18301 |
Etemadi, A. (2024). Filling the holes of non-manifold self-intersecting meshes for implicit topology changes in surface tracking. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18301
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2024 | Published | Thesis | IST-REx-ID: 18088 |
Pascual Perez, G. (2024). On the efficiency and security of secure group messaging. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18088
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2024 | Published | Thesis | IST-REx-ID: 17164 |
Reker, J. (2024). Central limit theorems for random matrices: From resolvents to free probability. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17164
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2024 | Published | Book Chapter | IST-REx-ID: 17425
Miranda, O., Cheung, G. T., & Hippenmeyer, S. (2024). Morphological Analysis of Neurons and Glia Using Mosaic Analysis with Double Markers. In K. Toyooka (Ed.), Neuronal Morphogenesis (1st ed., Vol. 2831, pp. 283–299). New York, NY: Springer Nature. https://doi.org/10.1007/978-1-0716-3969-6_19
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| PubMed | Europe PMC
2024 | Published | Conference Paper | IST-REx-ID: 18847 |
Cadei, R., Lindorfer, L., Cremer, S., Schmid, C., & Locatello, F. (2024). Smoke and mirrors in causal downstream tasks. In ICML 2024 Workshop AI4Science (Vol. 38). Curran Associates.
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| arXiv