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11107 Publications
2024 | Draft | Preprint | IST-REx-ID: 17222 | 
Medina Ramos RA, Serbyn M. A recursive lower bound on the energy improvement of the quantum approximate optimization algorithm. arXiv, 2405.10125.
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2024 | Published | Thesis | IST-REx-ID: 17208 |
Medina Ramos RA. 2024. Exploring the optimization landscape of variational quantum algorithms. Institute of Science and Technology Austria.
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2024 | Draft | Preprint | IST-REx-ID: 18673 |
Edelsbrunner H, Heiss T. Merge trees of periodic filtrations. arXiv, 10.48550/arXiv.2408.16575.
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2024 | Published | Conference Paper | IST-REx-ID: 17170 |
Attali D, Kourimska H, Fillmore CD, Ghosh I, Lieutier A, Stephenson ER, Wintraecken M. 2024. Tight bounds for the learning of homotopy à la Niyogi, Smale, and Weinberger for subsets of euclidean spaces and of Riemannian manifolds. 40th International Symposium on Computational Geometry. SoCG: Symposium on Computational Geometry, LIPIcs, vol. 293, 11:1-11:19.
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2024 | Published | Conference Paper | IST-REx-ID: 18097 |
Attali D, Kourimska H, Fillmore CD, Ghosh I, Lieutier A, Stephenson ER, Wintraecken M. 2024. The ultimate frontier: An optimality construction for homotopy inference (media exposition). 40th International Symposium on Computational Geometry. SoCG: Symposium on Computational Geometry, LIPIcs, vol. 293, 87.
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2024 | Published | Conference Paper | IST-REx-ID: 17144 |
Kourimska H, Lieutier A, Wintraecken M. 2024. The medial axis of any closed bounded set Is Lipschitz stable with respect to the Hausdorff distance Under ambient diffeomorphisms. 40th International Symposium on Computational Geometry. SoCG: Symposium on Computational Geometry, LIPIcs, vol. 293, 69.
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2024 | Published | Conference Paper | IST-REx-ID: 18973 |
Bombari S, Mondelli M. 2024. Towards understanding the word sensitivity of attention layers: A study via random features. 41st International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 235, 4300–4328.
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2024 | Published | Conference Paper | IST-REx-ID: 18972 |
Bombari S, Mondelli M. 2024. How spurious features are memorized: Precise analysis for random and NTK features. 41st International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 235, 4267–4299.
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2024 | Published | Thesis | IST-REx-ID: 18132 |
Glas J. 2024. Counting rational points over function fields. Institute of Science and Technology Austria.
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2024 | Published | Journal Article | IST-REx-ID: 18173 |
Glas J. 2024. Rational points on complete intersections of cubic and quadric hypersurfaces over Fq(t). Journal of the London Mathematical Society. 110(4), e12991.
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2024 | Submitted | Preprint | IST-REx-ID: 18295 |
Glas J. Canonical singularities on moduli spaces of rational curves via the circle method. arXiv, 10.48550/arXiv.2405.16648.
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2024 | Draft | Preprint | IST-REx-ID: 19013 |
Glas J, Hase-Liu M. Terminal singularities of the moduli space of curves on low degree hypersurfaces and the circle method. arXiv, 10.48550/arXiv.2412.14923.
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2024 | Published | Journal Article | IST-REx-ID: 18961 |
Günther CU, Pietrzak KZ. 2024. Deniability in automated contact tracing: Impossibilities and possibilities. Proceedings on Privacy Enhancing Technologies. 2024(4), 636–648.
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2024 | Published | Thesis | IST-REx-ID: 18667 |
Heiss T. 2024. New methods for applying topological data analysis to materials science. Institute of Science and Technology Austria.
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2024 | Published | Conference Paper | IST-REx-ID: 18897 |
Pedrotti F, Maas J, Mondelli M. 2024. Improved convergence of score-based diffusion models via prediction-correction. Transactions on Machine Learning Research. , TMLR, .
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2024 | Draft | Preprint | IST-REx-ID: 17350 |
Pedrotti F, Maas J, Mondelli M. Improved convergence of score-based diffusion models via prediction-correction. arXiv, 10.48550/arXiv.2305.14164.
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2024 | Published | Conference Paper | IST-REx-ID: 18115 |
Axiotis K, Cohen-Addad V, Henzinger M, Jerome S, Mirrokni V, Saulpic D, Woodruff DP, Wunder M. 2024. Data-efficient learning via clustering-based sensitivity sampling: Foundation models and beyond. Proceedings of the 41st International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 235, 2086–2107.
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2024 | Published | Conference Paper | IST-REx-ID: 15253 |
Henzinger M, Upadhyay J, Upadhyay S. 2024. A unifying framework for differentially private sums under continual observation. Proceedings of the 2024 Annual ACM-SIAM Symposium on Discrete Algorithms. SODA: Symposium on Discrete Algorithms vol. 2024, 995–1018.
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2024 | Published | Conference Paper | IST-REx-ID: 14769 |
Henzinger M, Saulpic D, Sidl L. 2024. Experimental evaluation of fully dynamic k-means via coresets. 2024 Proceedings of the Symposium on Algorithm Engineering and Experiments. ALENEX: Workshop on Algorithm Engineering and Experiments, 220–233.
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2024 | Published | Conference Paper | IST-REx-ID: 18116 |
La Tour MD, Henzinger M, Saulpic D. 2024. Making old things new: A unified algorithm for differentially private clustering. Proceedings of the 41st International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 235, 12046–12086.
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