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10945 Publications
2024 | Published | Conference Paper | IST-REx-ID: 18114 | 
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.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18117 |
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.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18118 |
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.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18120 |
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.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 18153 |
M. A. Hajnal et al., “Shifts in attention drive context-dependent subspace encoding in anterior cingulate cortex in mice during decision making,” Nature Communications, vol. 15. Springer Nature, 2024.
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| PubMed | Europe PMC
2024 | Published | Conference Paper | IST-REx-ID: 18175 |
P. Maj, S. Muroya Lei, K. Siek, L. Di Grazia, and J. Vitek, “The fault in our stars: Designing reproducible large-scale code analysis experiments,” in 38th European Conference on Object-Oriented Programming, Vienna, Austria, 2024, vol. 313.
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2024 | Published | Journal Article | IST-REx-ID: 18188 |
T. Blatz, J. Kwan, J. Leonard, and A. Bohrdt, “Bayesian optimization for robust state preparation in quantum many-body systems,” Quantum, vol. 8. Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften, 2024.
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| arXiv
2024 | Submitted | Preprint | IST-REx-ID: 18202 |
S. Kim et al., “Adiabatic state preparation in a quantum Ising spin chain,” arXiv. .
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 18203 |
A. A. Rosenberg, A. Marx, and A. M. Bronstein, “A dataset of alternately located segments in protein crystal structures,” Scientific Data, vol. 11. Springer Nature, 2024.
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| PubMed | Europe PMC
2024 | Published | Journal Article | IST-REx-ID: 18204 |
Y. Elul, E. Rozenberg, A. Boyarski, Y. Yaniv, A. Schuster, and A. M. Bronstein, “Data-driven modeling of interrelated dynamical systems,” Communications Physics, vol. 7. Springer Nature, 2024.
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2024 | Published | Journal Article | IST-REx-ID: 18205 |
O. Wengrowicz, A. M. Bronstein, and O. Cohen, “Unsupervised physics-informed deep learning-based reconstruction for time-resolved imaging by multiplexed ptychography,” Optics Express, vol. 32, no. 6. Optica Publishing Group, pp. 8791–8803, 2024.
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| PubMed | Europe PMC
2024 | Published | Conference Paper | IST-REx-ID: 18206
G. Rave, D. E. Fordham, A. M. Bronstein, and D. H. Silver, “Enhancing predictive accuracy in embryo implantation: The Bonna algorithm and its clinical implications,” in First International Conference on Artificial Intelligence in Healthcare, Swansea, United Kingdom, 2024, vol. 14976, pp. 160–171.
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2024 | Published | Conference Paper | IST-REx-ID: 18309 |
B. Hu, E. Kosinas, and A. Polak, “Connectivity oracles for predictable vertex failures,” in 32nd Annual European Symposium on Algorithms, London, United Kingdom, 2024, vol. 308.
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| arXiv
2024 | Published | Thesis | IST-REx-ID: 18477
B. M. Kaczmarek, “Biochemical and structural insights into ADAR1 RNA editing,” Institute of Science and Technology Austria, 2024.
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2024 | Published | Journal Article | IST-REx-ID: 18545 |
D. Degtev et al., “Engineered PsCas9 enables therapeutic genome editing in mouse liver with lipid nanoparticles,” Nature Communications, vol. 15. Springer Nature, 2024.
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2024 | Published | Journal Article | IST-REx-ID: 18604 |
P. De Nooijer et al., “Removing popular faces in curve arrangements,” Journal of Graph Algorithms and Applications, vol. 28, no. 2. Brown University, pp. 47–82, 2024.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 18628 |
E. De Andrés, J. M. Muñoz Hermosilla, K. Shahateet, and J. Otero, “The importance of solving Subglaciar hydrology in modeling glacier retreat: A case study of Hansbreen, Svalbard,” Hydrology, vol. 11, no. 11. MDPI, 2024.
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2024 | Published | Journal Article | IST-REx-ID: 18645 |
W. Kobayashi et al., “Nucleosome-bound NR5A2 structure reveals pioneer factor mechanism by DNA minor groove anchor competition,” Nature Structural & Molecular Biology, vol. 31. Springer Nature, pp. 757–766, 2024.
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2024 | Published | Thesis | IST-REx-ID: 18588 |
C. N. Mweka, “Non equilibrium dynamics of driven individual particles and 3D printing across scales,” Institute of Science and Technology Austria, 2024.
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