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5964 Publications
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 | Research Data Reference | IST-REx-ID: 14892 |
douglastome/dynamic-engrams: Dynamic and selective engrams emerge with memory consolidation
D. Feitosa Tomé, (2023).
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D. Feitosa Tomé, (2023).
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| Conference Paper | IST-REx-ID: 14923 |
Mismatched estimation of non-symmetric rank-one matrices corrupted by structured noise
T. Fu, Y. Liu, J. Barbier, M. Mondelli, S. Liang, T. Hou, in:, Proceedings of 2023 IEEE International Symposium on Information Theory, IEEE, 2023, pp. 1178–1183.
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T. Fu, Y. Liu, J. Barbier, M. Mondelli, S. Liang, T. Hou, in:, Proceedings of 2023 IEEE International Symposium on Information Theory, IEEE, 2023, pp. 1178–1183.
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| Conference Paper | IST-REx-ID: 14083 |
Zero-rate thresholds and new capacity bounds for list-decoding and list-recovery
N. Resch, C. Yuan, Y. Zhang, in:, 50th International Colloquium on Automata, Languages, and Programming, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2023.
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N. Resch, C. Yuan, Y. Zhang, in:, 50th International Colloquium on Automata, Languages, and Programming, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2023.
2023 |Published| Journal Article | IST-REx-ID: 17078 |
RNA oligomerisation without added catalyst from 2′,3′‐cyclic nucleotides by drying at air-water interfaces
A.V. Dass, S. Wunnava, J. Langlais, B. von der Esch, M. Krusche, L. Ufer, N. Chrisam, R.C.A. Dubini, F. Gartner, S. Angerpointner, C.F. Dirscherl, P. Rovo, C.B. Mast, J.E. Šponer, C. Ochsenfeld, E. Frey, D. Braun, ChemSystemsChem 5 (2023).
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A.V. Dass, S. Wunnava, J. Langlais, B. von der Esch, M. Krusche, L. Ufer, N. Chrisam, R.C.A. Dubini, F. Gartner, S. Angerpointner, C.F. Dirscherl, P. Rovo, C.B. Mast, J.E. Šponer, C. Ochsenfeld, E. Frey, D. Braun, ChemSystemsChem 5 (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 |Epub ahead of print| Journal Article | IST-REx-ID: 14868 |
High-precision mapping of nuclear pore-chromatin interactions reveals new principles of genome organization at the nuclear envelope
S. Tyagi, J.S. Capitanio, J. Xu, F. Chen, R. Sharma, J. Huang, M. Hetzer, ELife (2023).
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S. Tyagi, J.S. Capitanio, J. Xu, F. Chen, R. Sharma, J. Huang, M. Hetzer, ELife (2023).
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| Book Chapter | IST-REx-ID: 17380 |
BamX: Rethinking Deployability in Architecture through Weaving
S. Suzuki, A. Martin, Y. Ren, T.-Y. Chen, S. Parascho, M. Pauly, in:, K. Dörfler, J. Knippers, A. Menges, S. Parascho, H. Pottmann, T. Wortmann (Eds.), Advances in Architectural Geometry 2023, De Gruyter, 2023.
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S. Suzuki, A. Martin, Y. Ren, T.-Y. Chen, S. Parascho, M. Pauly, in:, K. Dörfler, J. Knippers, A. Menges, S. Parascho, H. Pottmann, T. Wortmann (Eds.), Advances in Architectural Geometry 2023, De Gruyter, 2023.
2023 |Published| Conference Paper | IST-REx-ID: 14922 |
Concentration without independence via information measures
A.R. Esposito, M. Mondelli, in:, Proceedings of 2023 IEEE International Symposium on Information Theory, IEEE, 2023, pp. 400–405.
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A.R. Esposito, M. Mondelli, in:, Proceedings of 2023 IEEE International Symposium on Information Theory, IEEE, 2023, pp. 400–405.
2023 |Submitted| Preprint | IST-REx-ID: 17351 |
Contractive coupling rates and curvature lower bounds for Markov chains
F. Pedrotti, ArXiv (n.d.).
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F. Pedrotti, ArXiv (n.d.).
2023 |Published| Conference Paper | IST-REx-ID: 14459 |
Fundamental limits of two-layer autoencoders, and achieving them with gradient methods
A. Shevchenko, K. Kögler, H. Hassani, M. Mondelli, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 31151–31209.
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A. Shevchenko, K. Kögler, H. Hassani, M. Mondelli, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 31151–31209.
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.