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11357 Publications


2024 | Published | Journal Article | IST-REx-ID: 18109 | OA
Stark K, Kilani B, Stockhausen S, Busse J, Schubert I, Tran TD, Gärtner FR, Leunig A, Pekayvaz K, Nicolai L, Fumagalli V, Stermann J, Stephan F, David C, Müller MB, Heyman B, Lux A, Da Palma Guerreiro A, Frenzel LP, Schmidt CQ, Dopler A, Moser M, Chandraratne S, Von Brühl ML, Lorenz M, Korff T, Rudelius M, Popp O, Kirchner M, Mertins P, Nimmerjahn F, Iannacone M, Sperandio M, Engelmann B, Verschoor A, Massberg S. 2024. Antibodies and complement are key drivers of thrombosis. Immunity. 57(9), 2140–2156.
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2024 | Published | Journal Article | IST-REx-ID: 18110 | OA
Brighi, P., & Ljubotina, M. (2024). Anomalous transport in the kinetically constrained quantum East-West model. Physical Review B. American Physical Society. https://doi.org/10.1103/PhysRevB.110.L100304
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2024 | Published | Journal Article | IST-REx-ID: 18111 | OA
Mockler, B., Gallegos-Garcia, M., Götberg, Y. L. L., Miller, J. M., & Ramirez-Ruiz, E. (2024). Tidal disruption events from stripped stars. Astrophysical Journal Letters. IOP Publishing. https://doi.org/10.3847/2041-8213/ad6c34
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2024 | Published | Conference Paper | IST-REx-ID: 18113 | OA
Egiazarian, V., Panferov, A., Kuznedelev, D., Frantar, E., Babenko, A., & Alistarh, D.-A. (2024). Extreme compression of large language models via additive quantization. In Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 12284–12303). Vienna, Austria: ML Research Press.
[Preprint] View | Download Preprint (ext.) | arXiv
 

2024 | Published | Conference Paper | IST-REx-ID: 18114 | OA
Pervez, A. A., Locatello, F., & Gavves, E. (2024). Mechanistic neural networks for scientific machine learning. In Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 40484–40501). Vienna, Austria: ML Research Press.
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2024 | Published | Conference Paper | IST-REx-ID: 18115 | OA
Axiotis, K., Cohen-Addad, V., Henzinger, M., Jerome, S., Mirrokni, V., Saulpic, D., … Wunder, M. (2024). Data-efficient learning via clustering-based sensitivity sampling: Foundation models and beyond. In Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 2086–2107). Vienna, Austria: ML Research Press.
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2024 | Published | Conference Paper | IST-REx-ID: 18116 | OA
La Tour, M. D., Henzinger, M., & Saulpic, D. (2024). Making old things new: A unified algorithm for differentially private clustering. In Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 12046–12086). Vienna, Austria: ML Research Press.
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2024 | Published | Conference Paper | IST-REx-ID: 18117 | OA
Nikdan, M., Tabesh, S., Crncevic, E., & Alistarh, D.-A. (2024). RoSA: Accurate parameter-efficient fine-tuning via robust adaptation. In Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 38187–38206). Vienna, Austria: ML Research Press.
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2024 | Published | Conference Paper | IST-REx-ID: 18118 | OA
Zakerinia, H., Behjati, A., & Lampert, C. (2024). More flexible PAC-Bayesian meta-learning by learning learning algorithms. In Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 58122–58139). Vienna, Austria: ML Research Press.
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2024 | Published | Conference Paper | IST-REx-ID: 18120 | OA
Scott, J. A., & Cahill, Á. (2024). Improved modelling of federated datasets using mixtures-of-Dirichlet-multinomials. In Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 44012–44037). Vienna, Austria: ML Research Press.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 

2024 | Published | Conference Paper | IST-REx-ID: 18121 | OA
Moakhar, A. S., Iofinova, E. B., Frantar, E., & Alistarh, D.-A. (2024). SPADE: Sparsity-guided debugging for deep neural networks. In Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 45955–45987). Vienna, Austria: ML Research Press.
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2024 | Published | Thesis | PhD | IST-REx-ID: 18132 | OA
Glas, J. (2024). Counting rational points over function fields. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18132
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2024 | Published | Thesis | PhD | IST-REx-ID: 18135 | OA
Lauritsen, A. B. (2024). Energies of dilute Fermi gases and universalities in BCS theory. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18135
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2024 | Published | Journal Article | IST-REx-ID: 18153 | OA
Hajnal, M. A., Tran, D., Szabó, Z., Albert, A., Safaryan, K., Einstein, M., … Orbán, G. (2024). Shifts in attention drive context-dependent subspace encoding in anterior cingulate cortex in mice during decision making. Nature Communications. Springer Nature. https://doi.org/10.1038/s41467-024-49845-2
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2024 | Published | Conference Paper | IST-REx-ID: 18155 | OA
Chatterjee, K., Goharshady, A. K., Goharshady, E., Karrabi, M., & Zikelic, D. (2024). Sound and complete witnesses for template-based verification of LTL properties on polynomial programs. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 14933, pp. 600–619). Milan, Italy: Springer Nature. https://doi.org/10.1007/978-3-031-71162-6_31
[Published Version] View | Files available | DOI | WoS | arXiv
 

2024 | Published | Conference Paper | IST-REx-ID: 18156 | OA
Henzinger, M., Sricharan, A. R., & Steiner, T. A. (2024). Private counting of distinct elements in the turnstile model and extensions. In International Conference on Approximation Algorithms for Combinatorial Optimization Problems (Vol. 317). London, United Kingdom: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.APPROX/RANDOM.2024.40
[Published Version] View | Files available | DOI | WoS | arXiv
 

2024 | Published | Journal Article | IST-REx-ID: 18158 | OA
Dello Schiavo, L., Herry, R., & Suzuki, K. (2024). Wasserstein geometry and Ricci curvature bounds for Poisson spaces. Journal de l’Ecole Polytechnique - Mathematiques. Ecole Polytechnique. https://doi.org/10.5802/jep.270
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2024 | Published | Conference Paper | IST-REx-ID: 18159 | OA
Akshay, S., Chatterjee, K., Meggendorfer, T., & Zikelic, D. (2024). Certified policy verification and synthesis for MDPs under distributional reach-avoidance properties. In Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence (pp. 3–12). Jeju, Korea: International Joint Conferences on Artificial Intelligence. https://doi.org/10.24963/ijcai.2024/1
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2024 | Published | Conference Paper | IST-REx-ID: 18160 | OA
Chatterjee, K., Goharshady, E., Karrabi, M., Novotný, P., & Zikelic, D. (2024). Solving long-run average reward robust MDPs via stochastic games. In 33rd International Joint Conference on Artificial Intelligence (pp. 6707–6715). Jeju, South Korea: International Joint Conferences on Artificial Intelligence. https://doi.org/10.24963/ijcai.2024/741
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2024 | Published | Book Chapter | IST-REx-ID: 18167
Guillerm, U., Sučec, I., & Schanda, P. (2024). Generation of TIM chaperone substrate complexes. In Methods in Enzymology (Vol. 707, pp. 391–422). Elsevier. https://doi.org/10.1016/bs.mie.2024.07.051
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