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367 Publications
2024 | Published | Thesis | IST-REx-ID: 15094 | 
Cultrera di Montesano, Sebastiano. “Persistence and Morse Theory for Discrete Geometric Structures.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:15094.
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2024 | Published | Journal Article | IST-REx-ID: 15407 |
Finžgar, Jernej Rudi, Aron Kerschbaumer, Martin J.A. Schuetz, Christian B. Mendl, and Helmut G. Katzgraber. “Quantum-Informed Recursive Optimization Algorithms.” PRX Quantum. American Physical Society, 2024. https://doi.org/10.1103/PRXQuantum.5.020327.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 14852 |
Kramarenko, Ivan, J Kerutt, A Verhamme, P A Oesch, L Barrufet, Jorryt J Matthee, H Kusakabe, I Goovaerts, and T T Thai. “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, 2024. https://doi.org/10.1093/mnras/stad3853.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18890 |
Beaglehole, Daniel, Peter Súkeník, Marco Mondelli, and Mikhail Belkin. “Average Gradient Outer Product as a Mechanism for Deep Neural Collapse.” In 38th Annual Conference on Neural Information Processing Systems, Vol. 37. Neural Information Processing Systems Foundation, 2024.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18875 |
Kalinin, Nikita, and Christoph Lampert. “Banded Square Root Matrix Factorization for Differentially Private Model Training.” In 38th Annual Conference on Neural Information Processing Systems, Vol. 37. Neural Information Processing Systems Foundation, 2024.
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| arXiv
2024 | Research Data | IST-REx-ID: 14705 |
Elkrewi, Marwan N. “Data from ‘Chromosome-Level Assembly of Artemia Franciscana Sheds Light on Sex-Chromosome Differentiation.’” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/AT:ISTA:14705.
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2024 | Published | Thesis | IST-REx-ID: 17133 |
Hassani, Farid. “Superconducting Qubits Capable of Dynamic Switching between Protected and High-Speed Control Regimes.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:17133.
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2024 | Published | Conference Paper | IST-REx-ID: 18891 |
Súkeník, Peter, Christoph Lampert, and Marco Mondelli. “Neural Collapse versus Low-Rank Bias: Is Deep Neural Collapse Really Optimal?” In 38th Annual Conference on Neural Information Processing Systems, Vol. 37. Neural Information Processing Systems Foundation, 2024.
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| arXiv
2024 | Published | Thesis | IST-REx-ID: 17850 |
Gonzalez Somermeyer, Louisa. “Fitness Landscapes of Orthologous Green Fluorescent Proteins.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:17850.
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2024 | Published | Thesis | IST-REx-ID: 15020 |
Hledik, Michal. “Genetic Information and Biological Optimization.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:15020.
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2024 | Published | Conference Paper | IST-REx-ID: 18917 |
Aronov, Boris, Abdul Basit, Indu Ramesh, Gianluca Tasinato, and Uli Wagner. “Eight-Partitioning Points in 3D, and Efficiently Too.” In 40th International Symposium on Computational Geometry, 293:8:1-8:15. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024. https://doi.org/10.4230/LIPIcs.SoCG.2024.8.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 14796 |
Stankowski, Sean, Zuzanna B. Zagrodzka, Martin D. Garlovsky, Arka Pal, Daria Shipilina, Diego Fernando Garcia Castillo, Hila Lifchitz, et al. “The Genetic Basis of a Recent Transition to Live-Bearing in Marine Snails.” Science. American Association for the Advancement of Science, 2024. https://doi.org/10.1126/science.adi2982.
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| PubMed | Europe PMC
2024 | Published | Conference Paper | IST-REx-ID: 17426 |
Prach, Bernd, Fabio Brau, Giorgio Buttazzo, and Christoph Lampert. “1-Lipschitz Layers Compared: Memory, Speed, and Certifiable Robustness.” In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 24574–83. Computer Vision Foundation, 2024. https://doi.org/10.1109/CVPR52733.2024.02320.
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| arXiv
2024 | Draft | Preprint | IST-REx-ID: 18874 |
Prach, Bernd, and Christoph Lampert. “Intriguing Properties of Robust Classification.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2412.04245.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 17219 |
Synak, Peter, Aleksei Kalinov, Irina-Malina Strugaru, Arian Etemadi, Huidong Yang, and Chris Wojtan. “Multi-Material Mesh-Based Surface Tracking with Implicit Topology Changes.” ACM Transactions on Graphics. Association for Computing Machinery, 2024. https://doi.org/10.1145/3658223.
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2024 | Published | Thesis | IST-REx-ID: 18301 |
Etemadi, Arian. “Filling the Holes of Non-Manifold Self-Intersecting Meshes for Implicit Topology Changes in Surface Tracking.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18301.
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2024 | Published | Thesis | IST-REx-ID: 18088 |
Pascual Perez, Guillermo. “On the Efficiency and Security of Secure Group Messaging.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18088.
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2024 | Published | Thesis | IST-REx-ID: 17164 |
Reker, Jana. “Central Limit Theorems for Random Matrices: From Resolvents to Free Probability.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:17164.
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2024 | Published | Book Chapter | IST-REx-ID: 17425
Miranda, Osvaldo, Giselle T Cheung, and Simon Hippenmeyer. “Morphological Analysis of Neurons and Glia Using Mosaic Analysis with Double Markers.” In Neuronal Morphogenesis, edited by Kazuhito Toyooka, 1st ed., 2831:283–99. MIMB. New York, NY: Springer Nature, 2024. 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, Riccardo, Lukas Lindorfer, Sylvia Cremer, Cordelia Schmid, and Francesco Locatello. “Smoke and Mirrors in Causal Downstream Tasks.” In ICML 2024 Workshop AI4Science, Vol. 38. Curran Associates, 2024.
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| arXiv