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6023 Publications
2024 | Published | Journal Article | IST-REx-ID: 18970 | 
Hausel, T., Maulik, D., Mellit, A., Schiffmann, O., & Shen, J. (2024). Arbeitsgemeinschaft: Geometry and representation theory around the P=W conjecture. Oberwolfach Reports. EMS Press. https://doi.org/10.4171/owr/2024/16
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2024 | Published | Conference Paper | IST-REx-ID: 18975 |
Modoranu, I.-V., Kalinov, A., Kurtic, E., Frantar, E., & Alistarh, D.-A. (2024). Error feedback can accurately compress preconditioners. In 41st International Conference on Machine Learning (Vol. 235, pp. 35910–35933). Vienna, Austria: ML Research Press.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18971 |
Arefin, R., Zhang, Y., Baratin, A., Locatello, F., Rish, I., Liu, D., & Kawaguchi, K. (2024). Unsupervised concept discovery mitigates spurious correlations. In Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 1672–1688). Vienna, Austria: ML Research Press.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18974 |
Svoboda, J., Bansal, S., & Chatterjee, K. (2024). Reinforcement learning from reachability specifications: PAC guarantees with expected conditional distance. In 41st International Conference on Machine Learning (Vol. 235, pp. 47331–47344). Vienna, Austria: ML Research Press.
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2024 | Published | Conference Paper | IST-REx-ID: 18977 |
Dettmers, T., Svirschevski, R. A., Egiazarian, V., Kuznedelev, D., Frantar, E., Ashkboos, S., … Alistarh, D.-A. (2024). SpQR: A sparse-quantized representation for near-lossless LLM weight compression. In 12th International Conference on Learning Representations. Vienna, Austria: OpenReview.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18998 |
Draganov, O., & Skiena, S. (2024). The shape of word embeddings: Quantifying non-isometry with topological data analysis. In Findings of the Association for Computational Linguistics: EMNLP 2024 (pp. 12080–12099). Miami, FL, United States: Association for Computational Linguistics. https://doi.org/10.18653/v1/2024.findings-emnlp.705
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| arXiv
2024 | Submitted | Preprint | IST-REx-ID: 18999 |
Cultrera di Montesano, S., Draganov, O., Edelsbrunner, H., & Saghafian, M. (n.d.). Chromatic topological data analysis. arXiv. https://doi.org/10.48550/ARXIV.2406.04102
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 14946 |
Yao, D., Xu, D., Lachapelle, S., Magliacane, S., Taslakian, P., Martius, G., … Locatello, F. (2024). Multi-view causal representation learning with partial observability. In 12th International Conference on Learning Representations. Vienna, Austria: Curran Associates.
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2024 | Published | Book (Editor) | IST-REx-ID: 18899
Maas, J., Rademacher, S. A. E., Titkos, T., & Virosztek, D. (Eds.). (2024). Optimal Transport on Quantum Structures (Vol. 29). Cham: Springer Nature. https://doi.org/10.1007/978-3-031-50466-2
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2024 | Published | Preprint | IST-REx-ID: 19063 |
Zverev, E., Abdelnabi, S., Tabesh, S., Fritz, M., & Lampert, C. (2024). Can LLMs separate instructions from data? And what do we even mean by that? arXiv. https://doi.org/10.48550/arXiv.2403.06833
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 17233 |
LI, Z., Huard, J., Bayer, E. M., & Wattelet-Boyer, V. (2024). Versatile cloning strategy for efficient multigene editing in Arabidopsis. Bio-Protocol. Bio-Protocol. https://doi.org/10.21769/BioProtoc.5029
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| PubMed | Europe PMC
2024 | Published | Journal Article | IST-REx-ID: 19408 |
Verwimp, E., Aljundi, R., Ben-David, S., Bethge, M., Cossu, A., Gepperth, A., … Van De Ven, G. M. (2024). Continual learning: Applications and the road forward. Transactions on Machine Learning Research. Transactions on Machine Learning Research.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 19446
Nees F, Renner P, Holz NE, Polemiti E, Siehl S, Hese S, Schepanski K, Schumann G, Walter H, Heinz A, Ralser M, Twardziok S, Vaidya N, Bernas A, Serin E, Jentsch M, Hitchen E, Kebir H, Lett TA, Roy JC, Eils R, Taron UH, Schütz T, Banks J, Banaschewski T, Jansone K, Christmann N, Meyer-Lindenberg A, Tost H, Holz N, Schwarz E, Stringaris A, Neidhart M, Seefried B, Aden R, Andreassen OA, Westlye LT, Van Der Meer D, Fernandez S, Kjelkenes R, Ask H, Rapp M, Tschorn M, Böttger SJ, Marquand A, Novarino G, Marr L, Slater M, Viapiana GF, Orosa FE, Gallego J, Pastor A, Forstner AJ, Hoffmann P, Nöthen MM, Claus I, Miller A, Mathey CM, Heilmann-Heimbach S, Sommer P, Patraskaki M, Wilbertz J, Schmitt K, Jirsa V, Petkoski S, Pitel S, Otten L, Athanasiadis AP, Pearmund C, Spanlang B, Alvarez E, Sanchez M, Giner A, Jia T, Gong Y, Xia Y, Chang X, Calhoun V, Liu J, Schwalber A, Thompson P, Clinton N, Desrivières S, Young AH, Stahl B, Ogoh G. 2024. Large-scale population data enrichment in mental health research. Nature Mental Health. 2(10), 1124–1127.
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2024 | Published | Thesis | IST-REx-ID: 17225 |
Li, V. (2024). Towards a quantum entanglement enhanced atom interferomter. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17225
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2024 | Published | Thesis | IST-REx-ID: 18443 |
Sisak, M. A. (2024). T-dual branes on hyperkähler manifolds. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18443
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2024 | Published | Conference Paper | IST-REx-ID: 18068 |
Henzinger, T. A., Mazzocchi, N. A., & Sarac, N. E. (2024). Strategic dominance: A new preorder for nondeterministic processes. In 35th International Conference on Concurrency Theory (Vol. 311). Calgary, Canada: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.CONCUR.2024.29
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 17327 |
Cano, F., Henzinger, T. A., Könighofer, B., Kueffner, K., & Mallik, K. (2024). Abstraction-based decision making for statistical properties. In 9th International Conference on Formal Structures for Computation and Deduction (Vol. 299). Tallinn, Estonia: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.FSCD.2024.2
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2024 | Published | Journal Article | IST-REx-ID: 14400 |
Majumdar, R., Mallik, K., Schmuck, A. K., & Soudjani, S. (2024). Symbolic control for stochastic systems via finite parity games. Nonlinear Analysis: Hybrid Systems. Elsevier. https://doi.org/10.1016/j.nahs.2023.101430
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| WoS
| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18955 |
Casares, A., Pilipczuk, M., Pilipczuk, M., Souza, U. S., & Thejaswini, K. S. (2024). Simple and tight complexity lower bounds for solving Rabin games. In 2024 Symposium on Simplicity in Algorithms (pp. 160–167). Alexandria, VA, United States: Society for Industrial and Applied Mathematics. https://doi.org/10.1137/1.9781611977936.16
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2024 | Published | Conference Paper | IST-REx-ID: 18067 |
Boker, U., Henzinger, T. A., Lehtinen, K., & Prakash, A. (2024). History-determinism vs fair simulation. In 35th International Conference on Concurrency Theory (Vol. 311). Calgary, Canada: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.CONCUR.2024.12
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