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367 Publications
2024 | Published | Thesis | IST-REx-ID: 15094 | 
S. Cultrera di Montesano, “Persistence and Morse theory for discrete geometric structures,” Institute of Science and Technology Austria, 2024.
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2024 | Published | Journal Article | IST-REx-ID: 15407 |
J. R. Finžgar, A. Kerschbaumer, M. J. A. Schuetz, C. B. Mendl, and H. G. Katzgraber, “Quantum-informed recursive optimization algorithms,” PRX Quantum, vol. 5, no. 2. American Physical Society, 2024.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 14852 |
I. Kramarenko et al., “Linking UV spectral properties of MUSE Ly α emitters at z ≳ 3 to Lyman continuum escape,” Monthly Notices of the Royal Astronomical Society, vol. 527, no. 4. Oxford University Press, pp. 9853–9871, 2024.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18890 |
D. Beaglehole, P. Súkeník, M. Mondelli, and M. Belkin, “Average gradient outer product as a mechanism for deep neural collapse,” in 38th Annual Conference on Neural Information Processing Systems, Vancouver, Canada, 2024, vol. 37.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18875 |
N. Kalinin and C. Lampert, “Banded square root matrix factorization for differentially private model training,” in 38th Annual Conference on Neural Information Processing Systems, Vancouver, Canada, 2024, vol. 37.
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| arXiv
2024 | Research Data | IST-REx-ID: 14705 |
M. N. Elkrewi, “Data from ‘Chromosome-level assembly of Artemia franciscana sheds light on sex-chromosome differentiation.’” Institute of Science and Technology Austria, 2024.
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2024 | Published | Thesis | IST-REx-ID: 17133 |
F. Hassani, “Superconducting qubits capable of dynamic switching between protected and high-speed control regimes,” Institute of Science and Technology Austria, 2024.
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2024 | Published | Conference Paper | IST-REx-ID: 18891 |
P. Súkeník, C. Lampert, and M. Mondelli, “Neural collapse versus low-rank bias: Is deep neural collapse really optimal?,” in 38th Annual Conference on Neural Information Processing Systems, Vancouver, Canada, 2024, vol. 37.
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| arXiv
2024 | Published | Thesis | IST-REx-ID: 17850 |
L. Gonzalez Somermeyer, “Fitness landscapes of orthologous green fluorescent proteins,” Institute of Science and Technology Austria, 2024.
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2024 | Published | Thesis | IST-REx-ID: 15020 |
M. Hledik, “Genetic information and biological optimization,” Institute of Science and Technology Austria, 2024.
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2024 | Published | Conference Paper | IST-REx-ID: 18917 |
B. Aronov, A. Basit, I. Ramesh, G. Tasinato, and U. Wagner, “Eight-partitioning points in 3D, and efficiently too,” in 40th International Symposium on Computational Geometry, Athens, Greece, 2024, vol. 293, p. 8:1-8:15.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 14796 |
S. Stankowski et al., “The genetic basis of a recent transition to live-bearing in marine snails,” Science, vol. 383, no. 6678. American Association for the Advancement of Science, pp. 114–119, 2024.
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| PubMed | Europe PMC
2024 | Published | Conference Paper | IST-REx-ID: 17426 |
B. Prach, F. Brau, G. Buttazzo, and C. Lampert, “1-Lipschitz layers compared: Memory, speed, and certifiable robustness,” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Seattle, WA, United States, 2024, pp. 24574–24583.
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| arXiv
2024 | Draft | Preprint | IST-REx-ID: 18874 |
B. Prach and C. Lampert, “Intriguing properties of robust classification,” arXiv. .
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 17219 |
P. Synak, A. Kalinov, I.-M. Strugaru, A. Etemadi, H. Yang, and C. Wojtan, “Multi-material mesh-based surface tracking with implicit topology changes,” ACM Transactions on Graphics, vol. 43, no. 4. Association for Computing Machinery, 2024.
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2024 | Published | Thesis | IST-REx-ID: 18301 |
A. Etemadi, “Filling the holes of non-manifold self-intersecting meshes for implicit topology changes in surface tracking,” Institute of Science and Technology Austria, 2024.
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2024 | Published | Thesis | IST-REx-ID: 18088 |
G. Pascual Perez, “On the efficiency and security of secure group messaging,” Institute of Science and Technology Austria, 2024.
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2024 | Published | Thesis | IST-REx-ID: 17164 |
J. Reker, “Central limit theorems for random matrices: From resolvents to free probability,” Institute of Science and Technology Austria, 2024.
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2024 | Published | Book Chapter | IST-REx-ID: 17425
O. Miranda, G. T. Cheung, and S. Hippenmeyer, “Morphological Analysis of Neurons and Glia Using Mosaic Analysis with Double Markers,” in Neuronal Morphogenesis, 1st ed., vol. 2831, K. Toyooka, Ed. New York, NY: Springer Nature, 2024, pp. 283–299.
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| PubMed | Europe PMC
2024 | Published | Conference Paper | IST-REx-ID: 18847 |
R. Cadei, L. Lindorfer, S. Cremer, C. Schmid, and F. Locatello, “Smoke and mirrors in causal downstream tasks,” in ICML 2024 Workshop AI4Science, 2024, vol. 38.
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| arXiv