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11024 Publications
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 | 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 | 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.
2024 | Published | Journal Article | IST-REx-ID: 18652
Codes for adversaries: Between worst-case and average-case jamming
B.K. Dey, S. Jaggi, M. Langberg, A.D. Sarwate, Y. Zhang, Foundations and Trends in Communications and Information Theory 21 (2024) 300–588.
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B.K. Dey, S. Jaggi, M. Langberg, A.D. Sarwate, Y. Zhang, Foundations and Trends in Communications and Information Theory 21 (2024) 300–588.
2024 | Published | Journal Article | IST-REx-ID: 18757 |
Streamlining segmentation of cryo-electron tomography datasets with Ais
M.G.F. Last, L. Abendstein, L.M. Voortman, T.H. Sharp, ELife 13 (2024).
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M.G.F. Last, L. Abendstein, L.M. Voortman, T.H. Sharp, ELife 13 (2024).
2024 | Epub ahead of print | Journal Article | IST-REx-ID: 12662 |
Generalization in multi-objective machine learning
P. Súkeník, C. Lampert, Neural Computing and Applications (2024).
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P. Súkeník, C. Lampert, Neural Computing and Applications (2024).
2024 | Published | Journal Article | IST-REx-ID: 18779 |
A novel image segmentation method based on spatial autocorrelation identifies A-type potassium channel clusters in the thalamus
C. Dávid, K. Giber, M.K. Szigeti, M. Köllő, Z. Nusser, L. Acsady, ELife 12 (2024).
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C. Dávid, K. Giber, M.K. Szigeti, M. Köllő, Z. Nusser, L. Acsady, ELife 12 (2024).
2024 | Published | Journal Article | IST-REx-ID: 13129 |
Bias in the representative volume element method: Periodize the ensemble instead of its realizations
N. Clozeau, M. Josien, F. Otto, Q. Xu, Foundations of Computational Mathematics 24 (2024) 1305–1387.
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N. Clozeau, M. Josien, F. Otto, Q. Xu, Foundations of Computational Mathematics 24 (2024) 1305–1387.