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6293 Publications

2024 | Published | Conference Paper | IST-REx-ID: 18113 | OA
Egiazarian, Vage, Andrei Panferov, Denis Kuznedelev, Elias Frantar, Artem Babenko, and Dan-Adrian Alistarh. “Extreme Compression of Large Language Models via Additive Quantization.” In Proceedings of the 41st International Conference on Machine Learning, 235:12284–303. ML Research Press, 2024.
[Preprint] View | Download Preprint (ext.) | arXiv
 
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 | Files available | 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 | PhD | 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 | PhD | 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 | 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 | WoS | 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 | WoS | 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 | WoS | 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. https://doi.org/10.24963/ijcai.2024/1.
[Preprint] View | DOI | 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. https://doi.org/10.24963/ijcai.2024/741.
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2024 | Published | Book Chapter | IST-REx-ID: 18167
Guillerm, Undina, Iva Sučec, and Paul Schanda. “Generation of TIM Chaperone Substrate Complexes.” In Methods in Enzymology, 707:391–422. Elsevier, 2024. https://doi.org/10.1016/bs.mie.2024.07.051.
View | DOI | PubMed | Europe PMC
 
2024 | Published | Journal Article | IST-REx-ID: 18171
Basu, Aabeer, Aparajita Singh, Suhaas Sehgal, Tanvi Madaan, and Nagaraj Guru Prasad. “Starvation Increases Susceptibility to Bacterial Infection and Promotes Systemic Pathogen Proliferation in Drosophila Melanogaster Females.” Journal of Invertebrate Pathology. Elsevier, 2024. https://doi.org/10.1016/j.jip.2024.108209.
View | DOI | WoS | PubMed | Europe PMC
 
2024 | Published | Journal Article | IST-REx-ID: 18172 | OA | PlanS
Hatt, Emily J., J. M.Joel Ong, Martin B. Nielsen, William J. Chaplin, Guy R. Davies, Sébastien Deheuvels, Jérôme Ballot, Gang Li, and Lisa Annabelle Bugnet. “Asteroseismic Signatures of Core Magnetism and Rotation in Hundreds of Low-Luminosity Red Giants.” Monthly Notices of the Royal Astronomical Society. Oxford University Press, 2024. https://doi.org/10.1093/mnras/stae2053.
[Published Version] View | Files available | DOI | WoS | arXiv
 
2024 | Published | Journal Article | IST-REx-ID: 18173 | OA
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.
[Published Version] View | Files available | DOI | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18175 | OA
Maj, Petr, Stefanie Muroya Lei, Konrad Siek, Luca Di Grazia, and Jan Vitek. “The Fault in Our Stars: Designing Reproducible Large-Scale Code Analysis Experiments.” In 38th European Conference on Object-Oriented Programming, Vol. 313. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024. https://doi.org/10.4230/LIPIcs.ECOOP.2024.27.
[Published Version] View | Files available | DOI | WoS
 

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