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11024 Publications
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. Proceedings of the 41st International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 235, 58122–58139.
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| arXiv
2024 | Published | Conference Paper | IST-REx-ID: 18120 |
Scott JA, Cahill Á. 2024. Improved modelling of federated datasets using mixtures-of-Dirichlet-multinomials. Proceedings of the 41st International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 235, 44012–44037.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 18153 |
Hajnal MA, Tran D, Szabó Z, Albert A, Safaryan K, Einstein M, Vallejo Martelo M, Polack P-O, Golshani P, Orbán G. 2024. Shifts in attention drive context-dependent subspace encoding in anterior cingulate cortex in mice during decision making. Nature Communications. 15, 5559.
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| PubMed | Europe PMC
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. 8, 1388.
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2024 | Submitted | Preprint | IST-REx-ID: 18202 |
Kim S, Lukin A, Rispoli M, Tai ME, Kaufman AM, Segura P, Li Y, Kwan J, Leonard J, Brice Bakkali-Hassani BB-H, Greiner M. Adiabatic state preparation in a quantum Ising spin chain. arXiv, 2404.07481.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 18203 |
Rosenberg AA, Marx A, Bronstein AM. 2024. A dataset of alternately located segments in protein crystal structures. Scientific Data. 11, 783.
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| PubMed | Europe PMC
2024 | Published | Journal Article | IST-REx-ID: 18204 |
Elul Y, Rozenberg E, Boyarski A, Yaniv Y, Schuster A, Bronstein AM. 2024. Data-driven modeling of interrelated dynamical systems. Communications Physics. 7, 141.
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2024 | Published | Journal Article | IST-REx-ID: 18205 |
Wengrowicz O, Bronstein AM, Cohen O. 2024. Unsupervised physics-informed deep learning-based reconstruction for time-resolved imaging by multiplexed ptychography. Optics Express. 32(6), 8791–8803.
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| PubMed | Europe PMC
2024 | Published | Conference Paper | IST-REx-ID: 18206
Rave G, Fordham DE, Bronstein AM, Silver DH. 2024. Enhancing predictive accuracy in embryo implantation: The Bonna algorithm and its clinical implications. First International Conference on Artificial Intelligence in Healthcare. AIiH: Artificial Intelligence in Healthcare, LNCS, vol. 14976, 160–171.
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2024 | Published | Journal Article | IST-REx-ID: 18545 |
Degtev D, Bravo JPK, Emmanouilidi A, Zdravković A, Choong OK, Liz Touza J, Selfjord N, Weisheit I, Francescatto M, Akcakaya P, Porritt M, Maresca M, Taylor D, Sienski G. 2024. Engineered PsCas9 enables therapeutic genome editing in mouse liver with lipid nanoparticles. Nature Communications. 15, 9173.
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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. 28(2), 47–82.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 18628 |
De Andrés E, Muñoz Hermosilla JM, Shahateet K, Otero J. 2024. The importance of solving Subglaciar hydrology in modeling glacier retreat: A case study of Hansbreen, Svalbard. Hydrology. 11(11), 193.
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2024 | Published | Journal Article | IST-REx-ID: 18645 |
Kobayashi W, Sappler AH, Bollschweiler D, Kümmecke M, Basquin J, Arslantas EN, Ruangroengkulrith S, Hornberger R, Duderstadt K, Tachibana K. 2024. Nucleosome-bound NR5A2 structure reveals pioneer factor mechanism by DNA minor groove anchor competition. Nature Structural & Molecular Biology. 31, 757–766.
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2024 | Published | Thesis | IST-REx-ID: 18588 |
Mweka CN. 2024. Non equilibrium dynamics of driven individual particles and 3D printing across scales. Institute of Science and Technology Austria.
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2024 | Published | Journal Article | IST-REx-ID: 18757 |
Last MGF, Abendstein L, Voortman LM, Sharp TH. 2024. Streamlining segmentation of cryo-electron tomography datasets with Ais. eLife. 13, 98552.
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2024 | Epub ahead of print | Journal Article | IST-REx-ID: 12662 |
Súkeník P, Lampert C. 2024. Generalization in multi-objective machine learning. Neural Computing and Applications.
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| arXiv
2024 | Published | Journal Article | IST-REx-ID: 18779 |
Dávid C, Giber K, Szigeti MK, Köllő M, Nusser Z, Acsady L. 2024. A novel image segmentation method based on spatial autocorrelation identifies A-type potassium channel clusters in the thalamus. eLife. 12, 89361.
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2024 | Published | Journal Article | IST-REx-ID: 13129 |
Clozeau N, Josien M, Otto F, Xu Q. 2024. Bias in the representative volume element method: Periodize the ensemble instead of its realizations. Foundations of Computational Mathematics. 24, 1305–1387.
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