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7085 Publications
2023 |Published| Journal Article | IST-REx-ID: 14556 |
How chromosomal inversions reorient the evolutionary process
E.L. Berdan, N.H. Barton, R. Butlin, B. Charlesworth, R. Faria, I. Fragata, K.J. Gilbert, P. Jay, M. Kapun, K.E. Lotterhos, C. Mérot, E. Durmaz Mitchell, M. Pascual, C.L. Peichel, M. Rafajlović, A.M. Westram, S.W. Schaeffer, K. Johannesson, T. Flatt, Journal of Evolutionary Biology 36 (2023).
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E.L. Berdan, N.H. Barton, R. Butlin, B. Charlesworth, R. Faria, I. Fragata, K.J. Gilbert, P. Jay, M. Kapun, K.E. Lotterhos, C. Mérot, E. Durmaz Mitchell, M. Pascual, C.L. Peichel, M. Rafajlović, A.M. Westram, S.W. Schaeffer, K. Johannesson, T. Flatt, Journal of Evolutionary Biology 36 (2023).
2023 |Published| Journal Article | IST-REx-ID: 14434
A 3d‐4d‐5d high entropy alloy as a bifunctional oxygen catalyst for robust aqueous zinc–air batteries
R. He, L. Yang, Y. Zhang, D. Jiang, S. Lee, S. Horta, Z. Liang, X. Lu, A. Ostovari Moghaddam, J. Li, M. Ibáñez, Y. Xu, Y. Zhou, A. Cabot, Advanced Materials 35 (2023).
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R. He, L. Yang, Y. Zhang, D. Jiang, S. Lee, S. Horta, Z. Liang, X. Lu, A. Ostovari Moghaddam, J. Li, M. Ibáñez, Y. Xu, Y. Zhou, A. Cabot, Advanced Materials 35 (2023).
2023 |Published| Conference Abstract | IST-REx-ID: 13162 |
Cryo-EM software packages: A sys-admins point of view
S. Elefante, S. Stadlbauer, M.F. Alexander, A. Schlögl, in:, ASHPC23 - Austrian-Slovenian HPC Meeting 2023, EuroCC, 2023, pp. 42–42.
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S. Elefante, S. Stadlbauer, M.F. Alexander, A. Schlögl, in:, ASHPC23 - Austrian-Slovenian HPC Meeting 2023, EuroCC, 2023, pp. 42–42.
2023 |Published| Conference Abstract | IST-REx-ID: 13161 |
Running Windows-applications on a Linux HPC cluster using WINE
A. Schlögl, S. Elefante, V.-V. Hodirnau, in:, ASHPC23 - Austrian-Slovenian HPC Meeting 2023, EuroCC, 2023, pp. 59–59.
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A. Schlögl, S. Elefante, V.-V. Hodirnau, in:, ASHPC23 - Austrian-Slovenian HPC Meeting 2023, EuroCC, 2023, pp. 59–59.
2023 |Published| Journal Article | IST-REx-ID: 13976 |
Scientists without borders: Lessons from Ukraine
Wolfsberger W, Chhugani K, Shchubelka K, Frolova A, Salyha Y, Zlenko O, Arych M, Dziuba D, Parkhomenko A, Smolanka V, Gümüş ZH, Sezgin E, Diaz-Lameiro A, Toth VR, Maci M, Bortz E, Kondrashov F, Morton PM, Łabaj PP, Romero V, Hlávka J, Mangul S, Oleksyk TK. 2023. Scientists without borders: Lessons from Ukraine. GigaScience. 12, giad045.
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Wolfsberger W, Chhugani K, Shchubelka K, Frolova A, Salyha Y, Zlenko O, Arych M, Dziuba D, Parkhomenko A, Smolanka V, Gümüş ZH, Sezgin E, Diaz-Lameiro A, Toth VR, Maci M, Bortz E, Kondrashov F, Morton PM, Łabaj PP, Romero V, Hlávka J, Mangul S, Oleksyk TK. 2023. Scientists without borders: Lessons from Ukraine. GigaScience. 12, giad045.
2023 |Published| Thesis | IST-REx-ID: 13074 |
Efficiency and generalization of sparse neural networks
E.-A. Peste, Efficiency and Generalization of Sparse Neural Networks, Institute of Science and Technology Austria, 2023.
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E.-A. Peste, Efficiency and Generalization of Sparse Neural Networks, Institute of Science and Technology Austria, 2023.
2023 |Published| Conference Paper | IST-REx-ID: 13053 |
CrAM: A Compression-Aware Minimizer
A. Krumes, A. Vladu, E. Kurtic, C. Lampert, D.-A. Alistarh, in:, 11th International Conference on Learning Representations , OpenReview, 2023.
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A. Krumes, A. Vladu, E. Kurtic, C. Lampert, D.-A. Alistarh, in:, 11th International Conference on Learning Representations , OpenReview, 2023.
2023 |Epub ahead of print| Journal Article | IST-REx-ID: 13182 |
Geometric characterization of the persistence of 1D maps
R. Biswas, S. Cultrera di Montesano, H. Edelsbrunner, M. Saghafian, Journal of Applied and Computational Topology (2023).
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R. Biswas, S. Cultrera di Montesano, H. Edelsbrunner, M. Saghafian, Journal of Applied and Computational Topology (2023).
2023 |Published| Conference Paper | IST-REx-ID: 15023 |
Compositional policy learning in stochastic control systems with formal guarantees
D. Zikelic, M. Lechner, A. Verma, K. Chatterjee, T.A. Henzinger, in:, 37th Conference on Neural Information Processing Systems, 2023.
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D. Zikelic, M. Lechner, A. Verma, K. Chatterjee, T.A. Henzinger, in:, 37th Conference on Neural Information Processing Systems, 2023.
2023 |Published| Conference Paper | IST-REx-ID: 14921 |
Deep neural collapse is provably optimal for the deep unconstrained features model
P. Súkeník, M. Mondelli, C. Lampert, in:, 37th Annual Conference on Neural Information Processing Systems, 2023.
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P. Súkeník, M. Mondelli, C. Lampert, in:, 37th Annual Conference on Neural Information Processing Systems, 2023.
2023 |Published| Journal Article | IST-REx-ID: 13125 |
Recursive greedy initialization of the quantum approximate optimization algorithm with guaranteed improvement
S. Sack, R.A. Medina Ramos, R. Kueng, M. Serbyn, Physical Review A 107 (2023).
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S. Sack, R.A. Medina Ramos, R. Kueng, M. Serbyn, Physical Review A 107 (2023).
2023 |Published| Journal Article | IST-REx-ID: 17074 |
Validity of Bogoliubov’s approximation fortranslation-invariant Bose gases
M. Brooks, R. Seiringer, Probability and Mathematical Physics 3 (2023) 939–1000.
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M. Brooks, R. Seiringer, Probability and Mathematical Physics 3 (2023) 939–1000.
2023 |Published| Conference Paper | IST-REx-ID: 14417 |
Entropic risk for turn-based stochastic games
C. Baier, K. Chatterjee, T. Meggendorfer, J. Piribauer, in:, 48th International Symposium on Mathematical Foundations of Computer Science, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2023.
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C. Baier, K. Chatterjee, T. Meggendorfer, J. Piribauer, in:, 48th International Symposium on Mathematical Foundations of Computer Science, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2023.
2023 |Published| Conference Paper | IST-REx-ID: 14461 |
Quantized distributed training of large models with convergence guarantees
I. Markov, A. Vladu, Q. Guo, D.-A. Alistarh, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 24020–24044.
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I. Markov, A. Vladu, Q. Guo, D.-A. Alistarh, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 24020–24044.
2023 |Published| Journal Article | IST-REx-ID: 12765 |
Behavioural defences against parasites across host social structures
S. Stockmaier, Y. Ulrich, G.F. Albery, S. Cremer, P.C. Lopes, Functional Ecology 37 (2023) 809–820.
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S. Stockmaier, Y. Ulrich, G.F. Albery, S. Cremer, P.C. Lopes, Functional Ecology 37 (2023) 809–820.
2023 |Published| Conference Paper | IST-REx-ID: 14559 |
Learning provably stabilizing neural controllers for discrete-time stochastic systems
M. Ansaripour, K. Chatterjee, T.A. Henzinger, M. Lechner, D. Zikelic, in:, 21st International Symposium on Automated Technology for Verification and Analysis, Springer Nature, 2023, pp. 357–379.
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M. Ansaripour, K. Chatterjee, T.A. Henzinger, M. Lechner, D. Zikelic, in:, 21st International Symposium on Automated Technology for Verification and Analysis, Springer Nature, 2023, pp. 357–379.
2023 |Published| Journal Article | IST-REx-ID: 14032 |
Superconductivity from a melted insulator in Josephson junction arrays
S. Mukhopadhyay, J.L. Senior, J. Saez Mollejo, D. Puglia, M. Zemlicka, J.M. Fink, A.P. Higginbotham, Nature Physics 19 (2023) 1630–1635.
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S. Mukhopadhyay, J.L. Senior, J. Saez Mollejo, D. Puglia, M. Zemlicka, J.M. Fink, A.P. Higginbotham, Nature Physics 19 (2023) 1630–1635.
2023 |Published| Conference Paper | IST-REx-ID: 17378 |
OPTQ: Accurate post-training quantization for generative pre-trained transformers
E. Frantar, S. Ashkboos, T. Hoefler, D.-A. Alistarh, in:, 11th International Conference on Learning Representations , International Conference on Learning Representations, 2023.
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E. Frantar, S. Ashkboos, T. Hoefler, D.-A. Alistarh, in:, 11th International Conference on Learning Representations , International Conference on Learning Representations, 2023.
2023 |Published| Conference Paper | IST-REx-ID: 14458 |
SparseGPT: Massive language models can be accurately pruned in one-shot
E. Frantar, D.-A. Alistarh, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 10323–10337.
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E. Frantar, D.-A. Alistarh, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 10323–10337.
2023 |Published| Thesis | IST-REx-ID: 12491 |
Ultrastructural characterization of natively preserved extracellular matrix by cryo-electron tomography
B. Zens, Ultrastructural Characterization of Natively Preserved Extracellular Matrix by Cryo-Electron Tomography, Institute of Science and Technology Austria, 2023.
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B. Zens, Ultrastructural Characterization of Natively Preserved Extracellular Matrix by Cryo-Electron Tomography, Institute of Science and Technology Austria, 2023.