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424 Publications
2024 | Submitted | Preprint | IST-REx-ID: 17136 | 
Arkhipov, P. (n.d.). Majority dynamics and internal partitions of random regular graphs: Experimental results. arXiv. https://doi.org/10.48550/arXiv.2406.07026
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2024 | Published | Journal Article | IST-REx-ID: 14901 |
Nomura, K., Rella, S., Merritt, H., Baltussen, M., Bird, D., Tjuka, A., & Falk, D. (2024). Tipping points of space debris in low earth orbit. International Journal of the Commons. Ubiquity Press. https://doi.org/10.5334/ijc.1275
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2024 | Published | Conference Paper | IST-REx-ID: 18113 |
Egiazarian, V., Panferov, A., Kuznedelev, D., Frantar, E., Babenko, A., & Alistarh, D.-A. (2024). Extreme compression of large language models via additive quantization. In Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 12284–12303). Vienna, Austria: ML Research Press.
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2024 | Published | Conference Paper | IST-REx-ID: 18117 |
Nikdan, M., Tabesh, S., Crncevic, E., & Alistarh, D.-A. (2024). RoSA: Accurate parameter-efficient fine-tuning via robust adaptation. In Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 38187–38206). Vienna, Austria: ML Research Press.
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2024 | Published | Thesis | IST-REx-ID: 18588 |
Mweka, C. N. (2024). Non equilibrium dynamics of driven individual particles and 3D printing across scales. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18588
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2024 | Research Data | IST-REx-ID: 17344 |
Surendranadh, P., & Sachdeva, H. (2024). Mathematica notebook for “Effect of assortative mating and sexual selection on polygenic barriers to gene flow.” Institute of Science and Technology Austria. https://doi.org/10.15479/AT:ISTA:17344
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2024 | Research Data Reference | IST-REx-ID: 18895 |
Cadei, R., Locatello, F., Cremer, S., Lindorfer, L., & Schmid, C. (2024). ISTAnt. Institute of Science and Technology Austria. https://doi.org/10.6084/M9.FIGSHARE.26484934.V2
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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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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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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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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 | Thesis | IST-REx-ID: 17485 |
Frantar, E. (2024). Compressing large neural networks : Algorithms, systems and scaling laws. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17485
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2024 | Published | Journal Article | IST-REx-ID: 17283 |
Chatterjee, K., Goharshady, E., Novotný, P., & Zikelic, D. (2024). Equivalence and similarity refutation for probabilistic programs. Proceedings of the ACM on Programming Languages. Association for Computing Machinery. https://doi.org/10.1145/3656462
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2024 | Published | Thesis | IST-REx-ID: 17208 |
Medina Ramos, R. A. (2024). Exploring the optimization landscape of variational quantum algorithms. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:17208
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2024 | Published | Conference Paper | IST-REx-ID: 17170 |
Attali, D., Kourimska, H., Fillmore, C. D., Ghosh, I., Lieutier, A., Stephenson, E. R., & Wintraecken, M. (2024). Tight bounds for the learning of homotopy à la Niyogi, Smale, and Weinberger for subsets of euclidean spaces and of Riemannian manifolds. In 40th International Symposium on Computational Geometry (Vol. 293, p. 11:1-11:19). Athens, Greece: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.SoCG.2024.11
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2024 | Published | Thesis | IST-REx-ID: 18132 |
Glas, J. (2024). Counting rational points over function fields. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18132
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2024 | Published | Journal Article | IST-REx-ID: 18961 |
Günther, C. U., & Pietrzak, K. Z. (2024). Deniability in automated contact tracing: Impossibilities and possibilities. Proceedings on Privacy Enhancing Technologies. Bristol, UK/Virtual: Privacy Enhancing Technologies Symposium Advisory Board. https://doi.org/10.56553/popets-2024-0134
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2024 | Published | Thesis | IST-REx-ID: 18667 |
Heiss, T. (2024). New methods for applying topological data analysis to materials science. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18667
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2024 | Published | Thesis | IST-REx-ID: 14711 |
Olusanya, O. O. (2024). Local adaptation, genetic load and extinction in metapopulations. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:14711
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