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10945 Publications
2024 | Published | Conference Paper | IST-REx-ID: 18114 | 
Mechanistic neural networks for scientific machine learning
A.A. Pervez, F. Locatello, E. Gavves, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 40484–40501.
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A.A. Pervez, F. Locatello, E. Gavves, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 40484–40501.
2024 | Published | Conference Paper | IST-REx-ID: 18117 |
RoSA: Accurate parameter-efficient fine-tuning via robust adaptation
M. Nikdan, S. Tabesh, E. Crncevic, D.-A. Alistarh, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 38187–38206.
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M. Nikdan, S. Tabesh, E. Crncevic, D.-A. Alistarh, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 38187–38206.
2024 | Published | Conference Paper | IST-REx-ID: 18118 |
More flexible PAC-Bayesian meta-learning by learning learning algorithms
H. Zakerinia, A. Behjati, C. Lampert, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 58122–58139.
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H. Zakerinia, A. Behjati, C. Lampert, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 58122–58139.
2024 | Published | Conference Paper | IST-REx-ID: 18120 |
Improved modelling of federated datasets using mixtures-of-Dirichlet-multinomials
J.A. Scott, Á. Cahill, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 44012–44037.
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J.A. Scott, Á. Cahill, in:, Proceedings of the 41st International Conference on Machine Learning, ML Research Press, 2024, pp. 44012–44037.
2024 | Published | Journal Article | IST-REx-ID: 18153 |
Shifts in attention drive context-dependent subspace encoding in anterior cingulate cortex in mice during decision making
M.A. Hajnal, D. Tran, Z. Szabó, A. Albert, K. Safaryan, M. Einstein, M. Vallejo Martelo, P.-O. Polack, P. Golshani, G. Orbán, Nature Communications 15 (2024).
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M.A. Hajnal, D. Tran, Z. Szabó, A. Albert, K. Safaryan, M. Einstein, M. Vallejo Martelo, P.-O. Polack, P. Golshani, G. Orbán, Nature Communications 15 (2024).
2024 | Published | Conference Paper | IST-REx-ID: 18175 |
The fault in our stars: Designing reproducible large-scale code analysis experiments
P. Maj, S. Muroya Lei, K. Siek, L. Di Grazia, J. Vitek, in:, 38th European Conference on Object-Oriented Programming, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
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P. Maj, S. Muroya Lei, K. Siek, L. Di Grazia, J. Vitek, in:, 38th European Conference on Object-Oriented Programming, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
2024 | Published | Journal Article | IST-REx-ID: 18187
A kicked quasicrystal
J. Leonard, Nature Physics 20 (2024) 351–352.
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J. Leonard, Nature Physics 20 (2024) 351–352.
2024 | Published | Journal Article | IST-REx-ID: 18188 |
Bayesian optimization for robust state preparation in quantum many-body systems
T. Blatz, J. Kwan, J. Leonard, A. Bohrdt, Quantum 8 (2024).
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T. Blatz, J. Kwan, J. Leonard, A. Bohrdt, Quantum 8 (2024).
2024 | Submitted | Preprint | IST-REx-ID: 18202 |
Adiabatic state preparation in a quantum Ising spin chain
S. Kim, A. Lukin, M. Rispoli, M.E. Tai, A.M. Kaufman, P. Segura, Y. Li, J. Kwan, J. Leonard, B.B.-H. Brice Bakkali-Hassani, M. Greiner, ArXiv (n.d.).
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S. Kim, A. Lukin, M. Rispoli, M.E. Tai, A.M. Kaufman, P. Segura, Y. Li, J. Kwan, J. Leonard, B.B.-H. Brice Bakkali-Hassani, M. Greiner, ArXiv (n.d.).
2024 | Published | Journal Article | IST-REx-ID: 18203 |
A dataset of alternately located segments in protein crystal structures
A.A. Rosenberg, A. Marx, A.M. Bronstein, Scientific Data 11 (2024).
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A.A. Rosenberg, A. Marx, A.M. Bronstein, Scientific Data 11 (2024).
2024 | Published | Journal Article | IST-REx-ID: 18204 |
Data-driven modeling of interrelated dynamical systems
Y. Elul, E. Rozenberg, A. Boyarski, Y. Yaniv, A. Schuster, A.M. Bronstein, Communications Physics 7 (2024).
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Y. Elul, E. Rozenberg, A. Boyarski, Y. Yaniv, A. Schuster, A.M. Bronstein, Communications Physics 7 (2024).
2024 | Published | Journal Article | IST-REx-ID: 18205 |
Unsupervised physics-informed deep learning-based reconstruction for time-resolved imaging by multiplexed ptychography
O. Wengrowicz, A.M. Bronstein, O. Cohen, Optics Express 32 (2024) 8791–8803.
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O. Wengrowicz, A.M. Bronstein, O. Cohen, Optics Express 32 (2024) 8791–8803.
2024 | Published | Conference Paper | IST-REx-ID: 18206
Enhancing predictive accuracy in embryo implantation: The Bonna algorithm and its clinical implications
G. Rave, D.E. Fordham, A.M. Bronstein, D.H. Silver, in:, First International Conference on Artificial Intelligence in Healthcare, Springer Nature, 2024, pp. 160–171.
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G. Rave, D.E. Fordham, A.M. Bronstein, D.H. Silver, in:, First International Conference on Artificial Intelligence in Healthcare, Springer Nature, 2024, pp. 160–171.
2024 | Published | Conference Paper | IST-REx-ID: 18309 |
Connectivity oracles for predictable vertex failures
B. Hu, E. Kosinas, A. Polak, in:, 32nd Annual European Symposium on Algorithms, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
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B. Hu, E. Kosinas, A. Polak, in:, 32nd Annual European Symposium on Algorithms, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2024.
2024 | Published | Thesis | IST-REx-ID: 18477
Biochemical and structural insights into ADAR1 RNA editing
B.M. Kaczmarek, Biochemical and Structural Insights into ADAR1 RNA Editing, Institute of Science and Technology Austria, 2024.
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B.M. Kaczmarek, Biochemical and Structural Insights into ADAR1 RNA Editing, Institute of Science and Technology Austria, 2024.
2024 | Published | Journal Article | IST-REx-ID: 18545 |
Engineered PsCas9 enables therapeutic genome editing in mouse liver with lipid nanoparticles
D. Degtev, J.P.K. Bravo, A. Emmanouilidi, A. Zdravković, O.K. Choong, J. Liz Touza, N. Selfjord, I. Weisheit, M. Francescatto, P. Akcakaya, M. Porritt, M. Maresca, D. Taylor, G. Sienski, Nature Communications 15 (2024).
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D. Degtev, J.P.K. Bravo, A. Emmanouilidi, A. Zdravković, O.K. Choong, J. Liz Touza, N. Selfjord, I. Weisheit, M. Francescatto, P. Akcakaya, M. Porritt, M. Maresca, D. Taylor, G. Sienski, Nature Communications 15 (2024).
2024 | Published | Journal Article | IST-REx-ID: 18604 |
Removing popular faces in curve arrangements
P. De Nooijer, S. Terziadis, A. Weinberger, Z. Masárová, T. Mchedlidze, M. Löffler, G. Rote, Journal of Graph Algorithms and Applications 28 (2024) 47–82.
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P. De Nooijer, S. Terziadis, A. Weinberger, Z. Masárová, T. Mchedlidze, M. Löffler, G. Rote, Journal of Graph Algorithms and Applications 28 (2024) 47–82.
2024 | Published | Journal Article | IST-REx-ID: 18628 |
The importance of solving Subglaciar hydrology in modeling glacier retreat: A case study of Hansbreen, Svalbard
E. De Andrés, J.M. Muñoz Hermosilla, K. Shahateet, J. Otero, Hydrology 11 (2024).
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E. De Andrés, J.M. Muñoz Hermosilla, K. Shahateet, J. Otero, Hydrology 11 (2024).
2024 | Published | Journal Article | IST-REx-ID: 18645 |
Nucleosome-bound NR5A2 structure reveals pioneer factor mechanism by DNA minor groove anchor competition
W. Kobayashi, A.H. Sappler, D. Bollschweiler, M. Kümmecke, J. Basquin, E.N. Arslantas, S. Ruangroengkulrith, R. Hornberger, K. Duderstadt, K. Tachibana, Nature Structural & Molecular Biology 31 (2024) 757–766.
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W. Kobayashi, A.H. Sappler, D. Bollschweiler, M. Kümmecke, J. Basquin, E.N. Arslantas, S. Ruangroengkulrith, R. Hornberger, K. Duderstadt, K. Tachibana, Nature Structural & Molecular Biology 31 (2024) 757–766.
2024 | Published | Thesis | IST-REx-ID: 18588 |
Non equilibrium dynamics of driven individual particles and 3D printing across scales
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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C.N. Mweka, Non Equilibrium Dynamics of Driven Individual Particles and 3D Printing across Scales, Institute of Science and Technology Austria, 2024.