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370 Publications
2024 | Published | Thesis | IST-REx-ID: 18766 | 
Datler, Julia. Elucidating the Structural Determinants of the Poxvirus Core Using Multi-Modal Cryo-EM. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:18766.
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2024 | Published | Thesis | IST-REx-ID: 17490 |
Markov, Ilia. Communication-Efficient Distributed Training of Deep Neural Networks : An Algorithms and Systems Perspective. Institute of Science and Technology Austria, 2024, doi:10.15479/at:ista:17490.
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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, doi:10.15479/at:ista:15094.
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2024 | Published | Journal Article | IST-REx-ID: 15407 |
Finžgar, Jernej Rudi, et al. “Quantum-Informed Recursive Optimization Algorithms.” PRX Quantum, vol. 5, no. 2, 020327, American Physical Society, 2024, doi:10.1103/PRXQuantum.5.020327.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 14852 |
Kramarenko, Ivan, 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, 2024, pp. 9853–71, doi:10.1093/mnras/stad3853.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18890 |
Beaglehole, Daniel, et al. “Average Gradient Outer Product as a Mechanism for Deep Neural Collapse.” 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.” 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, doi: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, doi:10.15479/at:ista:17133.
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2024 | Published | Conference Paper | IST-REx-ID: 18891 |
Súkeník, Peter, et al. “Neural Collapse versus Low-Rank Bias: Is Deep Neural Collapse Really Optimal?” 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, doi: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, doi:10.15479/at:ista:15020.
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2024 | Published | Conference Paper | IST-REx-ID: 18917 |
Aronov, Boris, et al. “Eight-Partitioning Points in 3D, and Efficiently Too.” 40th International Symposium on Computational Geometry, vol. 293, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024, p. 8:1-8:15, doi:10.4230/LIPIcs.SoCG.2024.8.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 14796 |
Stankowski, Sean, 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, 2024, pp. 114–19, doi:10.1126/science.adi2982.
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| PubMed | Europe PMC
2024 | Published | Conference Paper | IST-REx-ID: 17426 |
Prach, Bernd, et al. “1-Lipschitz Layers Compared: Memory, Speed, and Certifiable Robustness.” Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Computer Vision Foundation, 2024, pp. 24574–83, doi: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, 2412.04245, doi:10.48550/arXiv.2412.04245.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 17219 |
Synak, Peter, et al. “Multi-Material Mesh-Based Surface Tracking with Implicit Topology Changes.” ACM Transactions on Graphics, vol. 43, no. 4, 54, Association for Computing Machinery, 2024, doi: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, doi: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, doi: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, doi:10.15479/at:ista:17164.
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