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5473 Publications

2024 | Published | Conference Paper | IST-REx-ID: 18114 | OA
A. A. Pervez, F. Locatello, and E. Gavves, “Mechanistic neural networks for scientific machine learning,” in Proceedings of the 41st International Conference on Machine Learning, Vienna, Austria, 2024, vol. 235, pp. 40484–40501.
[Published Version] View | Files available | Download Published Version (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18115 | OA
K. Axiotis et al., “Data-efficient learning via clustering-based sensitivity sampling: Foundation models and beyond,” in Proceedings of the 41st International Conference on Machine Learning, Vienna, Austria, 2024, vol. 235, pp. 2086–2107.
[Published Version] View | Download Published Version (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18116 | OA
M. D. La Tour, M. Henzinger, and D. Saulpic, “Making old things new: A unified algorithm for differentially private clustering,” in Proceedings of the 41st International Conference on Machine Learning, Vienna, Austria, 2024, vol. 235, pp. 12046–12086.
[Published Version] View | Download Published Version (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18117 | OA
M. Nikdan, S. Tabesh, E. Crncevic, and D.-A. Alistarh, “RoSA: Accurate parameter-efficient fine-tuning via robust adaptation,” in Proceedings of the 41st International Conference on Machine Learning, Vienna, Austria, 2024, vol. 235, pp. 38187–38206.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18118 | OA
H. Zakerinia, A. Behjati, and C. Lampert, “More flexible PAC-Bayesian meta-learning by learning learning algorithms,” in Proceedings of the 41st International Conference on Machine Learning, Vienna, Austria, 2024, vol. 235, pp. 58122–58139.
[Published Version] View | Download Published Version (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18120 | OA
J. A. Scott and Á. Cahill, “Improved modelling of federated datasets using mixtures-of-Dirichlet-multinomials,” in Proceedings of the 41st International Conference on Machine Learning, Vienna, Austria, 2024, vol. 235, pp. 44012–44037.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18121 | OA
A. S. Moakhar, E. B. Iofinova, E. Frantar, and D.-A. Alistarh, “SPADE: Sparsity-guided debugging for deep neural networks,” in Proceedings of the 41st International Conference on Machine Learning, Vienna, Austria, 2024, vol. 235, pp. 45955–45987.
[Preprint] View | Files available | Download Preprint (ext.) | arXiv
 
2024 | Published | Thesis | IST-REx-ID: 18129
M. Janik, “Strong charge-photon coupling in Germanium enabled by granular aluminium superinductors,” Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Thesis | IST-REx-ID: 18132 | OA
J. Glas, “Counting rational points over function fields,” Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Thesis | IST-REx-ID: 18135 | OA
A. B. Lauritsen, “Energies of dilute Fermi gases and universalities in BCS theory,” Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 
2024 | Submitted | Preprint | IST-REx-ID: 18144 | OA
M. Janik et al., “Strong charge-photon coupling in planar germanium enabled by granular  aluminium superinductors,” arXiv. .
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2024 | Epub ahead of print | Journal Article | IST-REx-ID: 18154 | OA
J. Löwit, “On modulo ℓ cohomology of p-adic Deligne–Lusztig varieties for GLn,” Journal of Algebra, vol. 663. Elsevier, pp. 81–118, 2024.
[Published Version] View | DOI | Download Published Version (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18155 | OA
K. Chatterjee, A. K. Goharshady, E. Goharshady, M. Karrabi, and D. 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), Milan, Italy, 2024, vol. 14933, pp. 600–619.
[Published Version] View | Files available | DOI | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18156 | OA
M. Henzinger, A. R. Sricharan, and T. A. Steiner, “Private counting of distinct elements in the turnstile model and extensions,” in International Conference on Approximation Algorithms for Combinatorial Optimization Problems , London, United Kingdom, 2024, vol. 317.
[Published Version] View | Files available | DOI | arXiv
 
2024 | Epub ahead of print | Journal Article | IST-REx-ID: 18157 | OA
F. R. Brunck and M. A. Kwan, “Books, Hallways, and social butterflies: A note on sliding block puzzles,” Mathematical Intelligencer. Springer Nature, 2024.
[Published Version] View | DOI | Download Published Version (ext.) | arXiv
 
2024 | Published | Journal Article | IST-REx-ID: 18158 | OA
L. Dello Schiavo, R. Herry, and K. Suzuki, “Wasserstein geometry and Ricci curvature bounds for Poisson spaces,” Journal de l’Ecole Polytechnique - Mathematiques, vol. 11. Ecole Polytechnique, pp. 957–1010, 2024.
[Published Version] View | Files available | DOI | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18159 | OA
S. Akshay, K. Chatterjee, T. Meggendorfer, and D. 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, Jeju, Korea, 2024, pp. 3–12.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18160 | OA
K. Chatterjee, E. Goharshady, M. Karrabi, P. Novotný, and D. Zikelic, “Solving long-run average reward robust MDPs via stochastic games,” in 33rd International Joint Conference on Artificial Intelligence, Jeju, South Korea, 2024, pp. 6707–6715.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2024 | In Press | Book Chapter | IST-REx-ID: 18167
U. Guillerm, I. Sučec, and P. Schanda, “Generation of TIM chaperone substrate complexes,” in Methods in Enzymology, Elsevier.
View | DOI
 
2024 | Published | Journal Article | IST-REx-ID: 18168 | OA
D. Wu et al., “Unveiling the dynamic self-assembly of a recombinant dragline-silk-mimicking protein,” Biomacromolecules, vol. 25, no. 3. American Chemical Society, pp. 1759–1774, 2024.
[Published Version] View | Files available | DOI | PubMed | Europe PMC
 

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