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5473 Publications

2024 | Published | Conference Paper | IST-REx-ID: 18114 | OA
Pervez, Adeel A, Francesco Locatello, and Efstratios Gavves. “Mechanistic Neural Networks for Scientific Machine Learning.” In Proceedings of the 41st International Conference on Machine Learning, 235:40484–501. ML Research Press, 2024.
[Published Version] View | Files available | Download Published Version (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18115 | OA
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.
[Published Version] View | Download Published Version (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18116 | OA
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.
[Published Version] View | Download Published Version (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18117 | OA
Nikdan, Mahdi, Soroush Tabesh, Elvir Crncevic, and Dan-Adrian Alistarh. “RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation.” In Proceedings of the 41st International Conference on Machine Learning, 235:38187–206. ML Research Press, 2024.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18118 | OA
Zakerinia, Hossein, Amin Behjati, and Christoph Lampert. “More Flexible PAC-Bayesian Meta-Learning by Learning Learning Algorithms.” In Proceedings of the 41st International Conference on Machine Learning, 235:58122–39. ML Research Press, 2024.
[Published Version] View | Download Published Version (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18120 | OA
Scott, Jonathan A, and Áine Cahill. “Improved Modelling of Federated Datasets Using Mixtures-of-Dirichlet-Multinomials.” In Proceedings of the 41st International Conference on Machine Learning, 235:44012–37. ML Research Press, 2024.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18121 | OA
Moakhar, Arshia Soltani, Eugenia B Iofinova, Elias Frantar, and Dan-Adrian Alistarh. “SPADE: Sparsity-Guided Debugging for Deep Neural Networks.” In Proceedings of the 41st International Conference on Machine Learning, 235:45955–87. ML Research Press, 2024.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 
2024 | Published | Thesis | IST-REx-ID: 18129
Janik, Marian. “Strong Charge-Photon Coupling in Germanium Enabled by Granular Aluminium Superinductors.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18129.
[Published Version] View | Files available | DOI
 
2024 | Published | Thesis | IST-REx-ID: 18132 | OA
Glas, Jakob. “Counting Rational Points over Function Fields.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18132.
[Published Version] View | Files available | DOI
 
2024 | Published | Thesis | IST-REx-ID: 18135 | OA
Lauritsen, Asbjørn Bækgaard. “Energies of Dilute Fermi Gases and Universalities in BCS Theory.” Institute of Science and Technology Austria, 2024. https://doi.org/10.15479/at:ista:18135.
[Published Version] View | Files available | DOI
 
2024 | Submitted | Preprint | IST-REx-ID: 18144 | OA
Janik, Marian, Kevin Etienne Robert Roux, Carla Borja Espinosa, Oliver Sagi, Abdulhamid Baghdadi, Thomas Adletzberger, Stefano Calcaterra, et al. “Strong Charge-Photon Coupling in Planar Germanium Enabled by Granular  Aluminium Superinductors.” ArXiv, n.d. https://doi.org/10.48550/arXiv.2407.03079.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2024 | Epub ahead of print | Journal Article | IST-REx-ID: 18154 | OA
Löwit, Jakub. “On modulo ℓ Cohomology of P-Adic Deligne–Lusztig Varieties for GLn.” Journal of Algebra. Elsevier, 2024. https://doi.org/10.1016/j.jalgebra.2024.08.033.
[Published Version] View | DOI | Download Published Version (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18155 | OA
Chatterjee, Krishnendu, Amir Kafshdar Goharshady, Ehsan Goharshady, Mehrdad Karrabi, and Dorde Zikelic. “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), 14933:600–619. Springer Nature, 2024. https://doi.org/10.1007/978-3-031-71162-6_31.
[Published Version] View | Files available | DOI | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18156 | OA
Henzinger, Monika, A. R. Sricharan, and Teresa Anna Steiner. “Private Counting of Distinct Elements in the Turnstile Model and Extensions.” In International Conference on Approximation Algorithms for Combinatorial Optimization Problems , Vol. 317. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024. https://doi.org/10.4230/LIPIcs.APPROX/RANDOM.2024.40.
[Published Version] View | Files available | DOI | arXiv
 
2024 | Epub ahead of print | Journal Article | IST-REx-ID: 18157 | OA
Brunck, Florestan R, and Matthew Alan Kwan. “Books, Hallways, and Social Butterflies: A Note on Sliding Block Puzzles.” Mathematical Intelligencer. Springer Nature, 2024. https://doi.org/10.1007/s00283-024-10358-x.
[Published Version] View | DOI | Download Published Version (ext.) | arXiv
 
2024 | Published | Journal Article | IST-REx-ID: 18158 | OA
Dello Schiavo, Lorenzo, Ronan Herry, and Kohei Suzuki. “Wasserstein Geometry and Ricci Curvature Bounds for Poisson Spaces.” Journal de l’Ecole Polytechnique - Mathematiques. Ecole Polytechnique, 2024. https://doi.org/10.5802/jep.270.
[Published Version] View | Files available | DOI | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18159 | OA
Akshay, S, Krishnendu Chatterjee, Tobias Meggendorfer, and Dorde Zikelic. “Certified Policy Verification and Synthesis for MDPs under Distributional Reach-Avoidance Properties.” In Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 3–12. International Joint Conferences on Artificial Intelligence, 2024.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18160 | OA
Chatterjee, Krishnendu, Ehsan Goharshady, Mehrdad Karrabi, Petr Novotný, and Dorde Zikelic. “Solving Long-Run Average Reward Robust MDPs via Stochastic Games.” In 33rd International Joint Conference on Artificial Intelligence, 6707–15. International Joint Conferences on Artificial Intelligence, 2024.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2024 | In Press | Book Chapter | IST-REx-ID: 18167
Guillerm, Undina, Iva Sučec, and Paul Schanda. “Generation of TIM Chaperone Substrate Complexes.” In Methods in Enzymology. Elsevier, n.d. https://doi.org/10.1016/bs.mie.2024.07.051.
View | DOI
 
2024 | Published | Journal Article | IST-REx-ID: 18168 | OA
Wu, Dongqing, Anamaria Koscic, Sonja Schneider, Romeo C. A. Dubini, Diana C. Rodriguez Camargo, Sabine Schneider, and Petra Rovo. “Unveiling the Dynamic Self-Assembly of a Recombinant Dragline-Silk-Mimicking Protein.” Biomacromolecules. American Chemical Society, 2024. https://doi.org/10.1021/acs.biomac.3c01239.
[Published Version] View | Files available | DOI | PubMed | Europe PMC
 

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