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370 Publications
2024 | Published | Thesis | IST-REx-ID: 18766 | 
Datler J. 2024. Elucidating the structural determinants of the poxvirus core using multi-modal cryo-EM. Institute of Science and Technology Austria.
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2024 | Published | Thesis | IST-REx-ID: 17490 |
Markov I. 2024. Communication-efficient distributed training of deep neural networks : An algorithms and systems perspective. 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 | Journal Article | IST-REx-ID: 14852 |
Kramarenko I, Kerutt J, Verhamme A, Oesch PA, Barrufet L, Matthee JJ, Kusakabe H, Goovaerts I, Thai TT. 2024. Linking UV spectral properties of MUSE Ly α emitters at z ≳ 3 to Lyman continuum escape. Monthly Notices of the Royal Astronomical Society. 527(4), 9853–9871.
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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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| arXiv
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 | Research Data | IST-REx-ID: 14705 |
Elkrewi MN. 2024. Data from ‘Chromosome-level assembly of Artemia franciscana sheds light on sex-chromosome differentiation’, Institute of Science and Technology Austria, 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.
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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: 18917 |
Aronov B, Basit A, Ramesh I, Tasinato G, Wagner U. 2024. Eight-partitioning points in 3D, and efficiently too. 40th International Symposium on Computational Geometry. SoCG: Symposium on Computational Geometry vol. 293, 8:1-8:15.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 14796 |
Stankowski S, Zagrodzka ZB, Garlovsky MD, Pal A, Shipilina D, Garcia Castillo DF, Lifchitz H, Le Moan A, Leder E, Reeve J, Johannesson K, Westram AM, Butlin RK. 2024. The genetic basis of a recent transition to live-bearing in marine snails. Science. 383(6678), 114–119.
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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. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. CVPR: Conference on Computer Vision and Pattern Recognition, 24574–24583.
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| arXiv
2024 | Draft | Preprint | IST-REx-ID: 18874 |
Prach B, Lampert C. Intriguing properties of robust classification. 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. 43(4), 54.
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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.
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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.
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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.
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