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11106 Publications
2024 | Published | Thesis | IST-REx-ID: 17208 | 
Medina Ramos, Raimel A. “Exploring the Optimization Landscape of Variational Quantum Algorithms.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:17208.
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2024 | Draft | Preprint | IST-REx-ID: 18673 |
Edelsbrunner, Herbert, and Teresa Heiss. “Merge Trees of Periodic Filtrations.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2408.16575.
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2024 | Published | Conference Paper | IST-REx-ID: 17170 |
Attali, Dominique, Hana Kourimska, Christopher D Fillmore, Ishika Ghosh, André Lieutier, Elizabeth R Stephenson, and Mathijs Wintraecken. “Tight Bounds for the Learning of Homotopy à La Niyogi, Smale, and Weinberger for Subsets of Euclidean Spaces and of Riemannian Manifolds.” In 40th International Symposium on Computational Geometry, 293:11:1-11:19. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024. https://doi.org/10.4230/LIPIcs.SoCG.2024.11.
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2024 | Published | Conference Paper | IST-REx-ID: 18097 |
Attali, Dominique, Hana Kourimska, Christopher D Fillmore, Ishika Ghosh, Andre Lieutier, Elizabeth R Stephenson, and Mathijs Wintraecken. “The Ultimate Frontier: An Optimality Construction for Homotopy Inference (Media Exposition).” In 40th International Symposium on Computational Geometry, Vol. 293. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024. https://doi.org/10.4230/LIPIcs.SoCG.2024.87.
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2024 | Published | Conference Paper | IST-REx-ID: 17144 |
Kourimska, Hana, André Lieutier, and Mathijs Wintraecken. “The Medial Axis of Any Closed Bounded Set Is Lipschitz Stable with Respect to the Hausdorff Distance Under Ambient Diffeomorphisms.” In 40th International Symposium on Computational Geometry, Vol. 293. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024. https://doi.org/10.4230/LIPIcs.SoCG.2024.69.
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2024 | Published | Conference Paper | IST-REx-ID: 18973 |
Bombari, Simone, and Marco Mondelli. “Towards Understanding the Word Sensitivity of Attention Layers: A Study via Random Features.” In 41st International Conference on Machine Learning, 235:4300–4328. ML Research Press, 2024.
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2024 | Published | Conference Paper | IST-REx-ID: 18972 |
Bombari, Simone, and Marco Mondelli. “How Spurious Features Are Memorized: Precise Analysis for Random and NTK Features.” In 41st International Conference on Machine Learning, 235:4267–99. ML Research Press, 2024.
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2024 | Published | Thesis | IST-REx-ID: 18132 |
Glas, Jakob. “Counting Rational Points over Function Fields.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18132.
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2024 | Published | Journal Article | IST-REx-ID: 18173 |
Glas, Jakob. “Rational Points on Complete Intersections of Cubic and Quadric Hypersurfaces over Fq(T).” Journal of the London Mathematical Society. London Mathematical Society, 2024. https://doi.org/10.1112/jlms.12991.
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2024 | Submitted | Preprint | IST-REx-ID: 18295 |
Glas, Jakob. “Canonical Singularities on Moduli Spaces of Rational Curves via the Circle Method.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2405.16648.
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2024 | Draft | Preprint | IST-REx-ID: 19013 |
Glas, Jakob, and Matthew Hase-Liu. “Terminal Singularities of the Moduli Space of Curves on Low Degree Hypersurfaces and the Circle Method.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2412.14923.
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2024 | Published | Journal Article | IST-REx-ID: 18961 |
Günther, Christoph Ullrich, and Krzysztof Z Pietrzak. “Deniability in Automated Contact Tracing: Impossibilities and Possibilities.” Proceedings on Privacy Enhancing Technologies. Privacy Enhancing Technologies Symposium Advisory Board, 2024. https://doi.org/10.56553/popets-2024-0134.
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2024 | Published | Thesis | IST-REx-ID: 18667 |
Heiss, Teresa. “New Methods for Applying Topological Data Analysis to Materials Science.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18667.
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2024 | Published | Conference Paper | IST-REx-ID: 18897 |
Pedrotti, Francesco, Jan Maas, and Marco Mondelli. “Improved Convergence of Score-Based Diffusion Models via Prediction-Correction.” In Transactions on Machine Learning Research, 2024.
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2024 | Draft | Preprint | IST-REx-ID: 17350 |
Pedrotti, Francesco, Jan Maas, and Marco Mondelli. “Improved Convergence of Score-Based Diffusion Models via Prediction-Correction.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2305.14164.
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2024 | Published | Conference Paper | IST-REx-ID: 18115 |
Axiotis, Kyriakos, Vincent Cohen-Addad, Monika Henzinger, Sammy Jerome, Vahab Mirrokni, David Saulpic, David P. Woodruff, and Michael Wunder. “Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond.” In Proceedings of the 41st International Conference on Machine Learning, 235:2086–2107. ML Research Press, 2024.
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2024 | Published | Conference Paper | IST-REx-ID: 15253 |
Henzinger, Monika, Jalaj Upadhyay, and Sarvagya Upadhyay. “A Unifying Framework for Differentially Private Sums under Continual Observation.” In Proceedings of the 2024 Annual ACM-SIAM Symposium on Discrete Algorithms, 2024:995–1018. Society for Industrial and Applied Mathematics, 2024. https://doi.org/10.1137/1.9781611977912.38.
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2024 | Published | Conference Paper | IST-REx-ID: 14769 |
Henzinger, Monika, David Saulpic, and Leonhard Sidl. “Experimental Evaluation of Fully Dynamic K-Means via Coresets.” In 2024 Proceedings of the Symposium on Algorithm Engineering and Experiments, 220–33. Society for Industrial and Applied Mathematics, 2024. https://doi.org/10.1137/1.9781611977929.17.
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2024 | Published | Conference Paper | IST-REx-ID: 18116 |
La Tour, Max Dupré, Monika Henzinger, and David Saulpic. “Making Old Things New: A Unified Algorithm for Differentially Private Clustering.” In Proceedings of the 41st International Conference on Machine Learning, 235:12046–86. ML Research Press, 2024.
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2024 | Published | Thesis | IST-REx-ID: 14711 |
Olusanya, Oluwafunmilola O. “Local Adaptation, Genetic Load and Extinction in Metapopulations.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:14711.
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