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10945 Publications
2024 | Published | Conference Paper | IST-REx-ID: 18114 | 
Pervez, A. A., Locatello, F., & Gavves, E. (2024). Mechanistic neural networks for scientific machine learning. In Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 40484–40501). 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 | Conference Paper | IST-REx-ID: 18118 |
Zakerinia, H., Behjati, A., & Lampert, C. (2024). More flexible PAC-Bayesian meta-learning by learning learning algorithms. In Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 58122–58139). Vienna, Austria: ML Research Press.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18120 |
Scott, J. A., & Cahill, Á. (2024). Improved modelling of federated datasets using mixtures-of-Dirichlet-multinomials. In Proceedings of the 41st International Conference on Machine Learning (Vol. 235, pp. 44012–44037). Vienna, Austria: ML Research Press.
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2024 | Published | Journal Article | IST-REx-ID: 18153 |
Hajnal, M. A., Tran, D., Szabó, Z., Albert, A., Safaryan, K., Einstein, M., … Orbán, G. (2024). Shifts in attention drive context-dependent subspace encoding in anterior cingulate cortex in mice during decision making. Nature Communications. Springer Nature. https://doi.org/10.1038/s41467-024-49845-2
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| PubMed | Europe PMC
2024 | Published | Conference Paper | IST-REx-ID: 18175 |
Maj, P., Muroya Lei, S., Siek, K., Di Grazia, L., & Vitek, J. (2024). The fault in our stars: Designing reproducible large-scale code analysis experiments. In 38th European Conference on Object-Oriented Programming (Vol. 313). Vienna, Austria: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.ECOOP.2024.27
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2024 | Published | Journal Article | IST-REx-ID: 18187
Leonard, J. (2024). A kicked quasicrystal. Nature Physics. Springer Nature. https://doi.org/10.1038/s41567-023-02357-0
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2024 | Published | Journal Article | IST-REx-ID: 18188 |
Blatz, T., Kwan, J., Leonard, J., & Bohrdt, A. (2024). Bayesian optimization for robust state preparation in quantum many-body systems. Quantum. Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften. https://doi.org/10.22331/q-2024-06-27-1388
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2024 | Submitted | Preprint | IST-REx-ID: 18202 |
Kim, S., Lukin, A., Rispoli, M., Tai, M. E., Kaufman, A. M., Segura, P., … Greiner, M. (n.d.). Adiabatic state preparation in a quantum Ising spin chain. arXiv. https://doi.org/10.48550/arXiv.2404.07481
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2024 | Published | Journal Article | IST-REx-ID: 18203 |
Rosenberg, A. A., Marx, A., & Bronstein, A. M. (2024). A dataset of alternately located segments in protein crystal structures. Scientific Data. Springer Nature. https://doi.org/10.1038/s41597-024-03595-4
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2024 | Published | Journal Article | IST-REx-ID: 18204 |
Elul, Y., Rozenberg, E., Boyarski, A., Yaniv, Y., Schuster, A., & Bronstein, A. M. (2024). Data-driven modeling of interrelated dynamical systems. Communications Physics. Springer Nature. https://doi.org/10.1038/s42005-024-01626-5
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2024 | Published | Journal Article | IST-REx-ID: 18205 |
Wengrowicz, O., Bronstein, A. M., & Cohen, O. (2024). Unsupervised physics-informed deep learning-based reconstruction for time-resolved imaging by multiplexed ptychography. Optics Express. Optica Publishing Group. https://doi.org/10.1364/oe.515445
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2024 | Published | Conference Paper | IST-REx-ID: 18206
Rave, G., Fordham, D. E., Bronstein, A. M., & Silver, D. H. (2024). Enhancing predictive accuracy in embryo implantation: The Bonna algorithm and its clinical implications. In First International Conference on Artificial Intelligence in Healthcare (Vol. 14976, pp. 160–171). Swansea, United Kingdom: Springer Nature. https://doi.org/10.1007/978-3-031-67285-9_12
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2024 | Published | Conference Paper | IST-REx-ID: 18309 |
Hu, B., Kosinas, E., & Polak, A. (2024). Connectivity oracles for predictable vertex failures. In 32nd Annual European Symposium on Algorithms (Vol. 308). London, United Kingdom: Schloss Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPIcs.ESA.2024.72
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2024 | Published | Thesis | IST-REx-ID: 18477
Kaczmarek, B. M. (2024). Biochemical and structural insights into ADAR1 RNA editing. Institute of Science and Technology Austria. https://doi.org/10.15479/at:ista:18477
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2024 | Published | Journal Article | IST-REx-ID: 18545 |
Degtev, D., Bravo, J. P. K., Emmanouilidi, A., Zdravković, A., Choong, O. K., Liz Touza, J., … Sienski, G. (2024). Engineered PsCas9 enables therapeutic genome editing in mouse liver with lipid nanoparticles. Nature Communications. Springer Nature. https://doi.org/10.1038/s41467-024-53418-8
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2024 | Published | Journal Article | IST-REx-ID: 18604 |
De Nooijer, P., Terziadis, S., Weinberger, A., Masárová, Z., Mchedlidze, T., Löffler, M., & Rote, G. (2024). Removing popular faces in curve arrangements. Journal of Graph Algorithms and Applications. Brown University. https://doi.org/10.7155/jgaa.v28i2.2988
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 18628 |
De Andrés, E., Muñoz Hermosilla, J. M., Shahateet, K., & Otero, J. (2024). The importance of solving Subglaciar hydrology in modeling glacier retreat: A case study of Hansbreen, Svalbard. Hydrology. MDPI. https://doi.org/10.3390/hydrology11110193
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2024 | Published | Journal Article | IST-REx-ID: 18645 |
Kobayashi, W., Sappler, A. H., Bollschweiler, D., Kümmecke, M., Basquin, J., Arslantas, E. N., … Tachibana, K. (2024). Nucleosome-bound NR5A2 structure reveals pioneer factor mechanism by DNA minor groove anchor competition. Nature Structural & Molecular Biology. Springer Nature. https://doi.org/10.1038/s41594-024-01239-0
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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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