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405 Publications
2024 | Published | Conference Paper | IST-REx-ID: 17170 | 
Attali D, Kourimska H, Fillmore CD, Ghosh I, Lieutier A, Stephenson ER, 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. 40th International Symposium on Computational Geometry. SoCG: Symposium on Computational Geometry, LIPIcs, vol. 293, 11:1-11:19.
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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.
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2024 | Published | Journal Article | IST-REx-ID: 18961 |
Günther CU, Pietrzak KZ. 2024. Deniability in automated contact tracing: Impossibilities and possibilities. Proceedings on Privacy Enhancing Technologies. 2024(4), 636–648.
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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.
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2024 | Published | Thesis | IST-REx-ID: 14711 |
Olusanya OO. 2024. Local adaptation, genetic load and extinction in metapopulations. Institute of Science and Technology Austria.
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2024 | Published | Thesis | IST-REx-ID: 17156 |
Rychlewicz KP. 2024. Equivariant cohomology and rings of functions. Institute of Science and Technology Austria.
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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.
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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.
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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.
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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.
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2024 | Published | Journal Article | IST-REx-ID: 15407 |
Finžgar JR, Kerschbaumer A, Schuetz MJA, Mendl CB, Katzgraber HG. 2024. Quantum-informed recursive optimization algorithms. PRX Quantum. 5(2), 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. 38th Annual Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems, Advances in Neural Information Processing Systems, vol. 37.
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2024 | Published | Conference Paper | IST-REx-ID: 18875 |
Kalinin N, Lampert C. 2024. Banded square root matrix factorization for differentially private model training. 38th Annual Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems, Advances in Neural Information Processing Systems, vol. 37.
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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.
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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? 38th Annual Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems, Advances in Neural Information Processing Systems, vol. 37.
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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.
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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.
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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. ICML 2024 Workshop AI4Science. ICML: International Conference on Machine Learning vol. 38.
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2024 | Submitted | Preprint | IST-REx-ID: 20071 |
Dvorak M, Kolmogorov V. Duality theory in linear optimization and its extensions -- formally verified. arXiv, 2409.08119.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 14542 |
Henheik SJ, Lauritsen AB, Roos B. 2024. Universality in low-dimensional BCS theory. Reviews in Mathematical Physics. 36(9), 2360005.
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