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5755 Publications
2024 | Published | Conference Paper | IST-REx-ID: 18971 | 
Arefin, Rifat, Yan Zhang, Aristide Baratin, Francesco Locatello, Irina Rish, Dianbo Liu, and Kenji Kawaguchi. “Unsupervised Concept Discovery Mitigates Spurious Correlations.” In Proceedings of the 41st International Conference on Machine Learning, 235:1672–88. ML Research Press, 2024.
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2024 | Published | Conference Paper | IST-REx-ID: 18974 |
Svoboda, Jakub, Suguman Bansal, and Krishnendu Chatterjee. “Reinforcement Learning from Reachability Specifications: PAC Guarantees with Expected Conditional Distance.” In 41st International Conference on Machine Learning, 235:47331–44. ML Research Press, 2024.
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2024 | Published | Conference Paper | IST-REx-ID: 18977 |
Dettmers, Tim, Ruslan A. Svirschevski, Vage Egiazarian, Denis Kuznedelev, Elias Frantar, Saleh Ashkboos, Alexander Borzunov, Torsten Hoefler, and Dan-Adrian Alistarh. “SpQR: A Sparse-Quantized Representation for near-Lossless LLM Weight Compression.” In 12th International Conference on Learning Representations. OpenReview, 2024.
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2024 | Published | Conference Paper | IST-REx-ID: 18756 |
Brzuska, Chris, Akin Ünal, and Ivy K.Y. Woo. “Evasive LWE Assumptions: Definitions, Classes, and Counterexamples.” In 30th International Conference on the Theory and Application of Cryptology and Information Security, 15487:418–49. Springer Nature, 2024. https://doi.org/10.1007/978-981-96-0894-2_14.
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2024 | Published | Journal Article | IST-REx-ID: 15116 |
Giubertoni, Giulia, Liru Feng, Kevin Klein, Guido Giannetti, Luco Rutten, Yeji Choi, Anouk Van Der Net, et al. “Elucidating the Role of Water in Collagen Self-Assembly by Isotopically Modulating Collagen Hydration.” Proceedings of the National Academy of Sciences of the United States of America. National Academy of Sciences, 2024. https://doi.org/10.1073/pnas.2313162121.
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2024 | Published | Journal Article | IST-REx-ID: 18172 |
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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.
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2024 | Published | Journal Article | IST-REx-ID: 15250 |
Boytsov, Danila, Gregor M. Madej, Georg Horn, Nadine Blaha, Thomas Köcher, Harald H. Sitte, Daria E Siekhaus, Christine Ziegler, Walter Sandtner, and Marko Roblek. “Orphan Lysosomal Solute Carrier MFSD1 Facilitates Highly Selective Dipeptide Transport.” Proceedings of the National Academy of Sciences of the United States of America. National Academy of Sciences, 2024. https://doi.org/10.1073/pnas.2319686121.
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2024 | Published | Journal Article | IST-REx-ID: 18585 |
Meyer RA, Oesch PA, Giovinazzo E, Weibel A, Brammer G, Matthee JJ, Naidu RP, Bouwens RJ, Chisholm J, Covelo-Paz A, Fudamoto Y, Maseda M, Nelson E, Shivaei I, Xiao M, Herard-Demanche T, Illingworth GD, Kerutt J, Kramarenko I, Labbe I, Leonova E, Magee D, Matharu J, Prieto Lyon G, Reddy N, Schaerer D, Shapley A, Stefanon M, Wozniak MA, Wuyts S. 2024. JWST FRESCO: A comprehensive census of H β + [O iii] emitters at 6.8 < z < 9.0 in the GOODS fields. Monthly Notices of the Royal Astronomical Society. 535(1), 1067–1094.
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2024 | Published | Conference Paper | IST-REx-ID: 18998 |
Draganov, Ondrej, and Steven Skiena. “The Shape of Word Embeddings: Quantifying Non-Isometry with Topological Data Analysis.” In Findings of the Association for Computational Linguistics: EMNLP 2024, 12080–99. Association for Computational Linguistics, 2024. https://doi.org/10.18653/v1/2024.findings-emnlp.705.
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2024 | Submitted | Preprint | IST-REx-ID: 18999 |
Cultrera di Montesano, Sebastiano, Ondrej Draganov, Herbert Edelsbrunner, and Morteza Saghafian. “Chromatic Topological Data Analysis.” ArXiv, n.d. https://doi.org/10.48550/ARXIV.2406.04102.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 14946 |
Yao, Dingling, Danru Xu, Sébastien Lachapelle, Sara Magliacane, Perouz Taslakian, Georg Martius, Julius von Kügelgen, and Francesco Locatello. “Multi-View Causal Representation Learning with Partial Observability.” In 12th International Conference on Learning Representations. Curran Associates, 2024.
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2024 | Published | Book (Editor) | IST-REx-ID: 18899
Maas, Jan, Simone Anna Elvira Rademacher, Tamás Titkos, and Daniel Virosztek, eds. Optimal Transport on Quantum Structures. Vol. 29. BSMS. Cham: Springer Nature, 2024. https://doi.org/10.1007/978-3-031-50466-2.
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2024 | Published | Journal Article | IST-REx-ID: 19051 |
Browning, Timothy D. “The Polynomial Sieve and Equal Sums of like Polynomials.” International Mathematics Research Notices. Oxford University Press, 2024. https://doi.org/10.1093/imrn/rnae066.
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2024 | Published | Preprint | IST-REx-ID: 19063 |
Zverev, Egor, Sahar Abdelnabi, Soroush Tabesh, Mario Fritz, and Christoph Lampert. “Can LLMs Separate Instructions from Data? And What Do We Even Mean by That?” ArXiv, 2024. https://doi.org/10.48550/arXiv.2403.06833.
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2024 | Published | Conference Paper | IST-REx-ID: 17236 |
Kolmogorov, Vladimir. “A Simpler and Parallelizable O(√log n)-Approximation Algorithm for Sparsest Cut.” In Proceedings of the 36th ACM Symposium on Parallelism in Algorithms and Architectures, 403–14. Association for Computing Machinery, 2024. https://doi.org/10.1145/3626183.3659969.
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2024 | Published | Journal Article | IST-REx-ID: 17233 |
LI, ZIQIANG, Jennifer Huard, Emmanuelle M. Bayer, and Valérie Wattelet-Boyer. “Versatile Cloning Strategy for Efficient Multigene Editing in Arabidopsis.” Bio-Protocol. Bio-Protocol, 2024. https://doi.org/10.21769/BioProtoc.5029.
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2024 | Published | Journal Article | IST-REx-ID: 18704 |
Frey, Felix F, and Ulrich S. Schwarz. “Coat Stiffening Can Explain Invagination of Clathrin-Coated Membranes.” Physical Review E. American Physical Society, 2024. https://doi.org/10.1103/PhysRevE.110.064403.
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2024 | Published | Journal Article | IST-REx-ID: 15322
Sobarzo Ponce, Juan Carlos A, and Scott R Waitukaitis. “Multiple Charge Carrier Species as a Possible Cause for Triboelectric Cycles.” Physical Review E. American Physical Society, 2024. https://doi.org/10.1103/PhysRevE.109.L032108.
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2024 | Published | Journal Article | IST-REx-ID: 15002 |
Petrova, Elena, Egor S. Tiunov, Mari Carmen Bañuls, and Aleksey K. Fedorov. “Fractal States of the Schwinger Model.” Physical Review Letters. American Physical Society, 2024. https://doi.org/10.1103/PhysRevLett.132.050401.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 19408 |
Verwimp, Eli, Rahaf Aljundi, Shai Ben-David, Matthias Bethge, Andrea Cossu, Alexander Gepperth, Tyler L. Hayes, et al. “Continual Learning: Applications and the Road Forward.” Transactions on Machine Learning Research. Transactions on Machine Learning Research, 2024.
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