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5209 Publications
2023 |Published| Conference Paper | IST-REx-ID: 13053 | 
Krumes A, Vladu A, Kurtic E, Lampert C, Alistarh D-A. 2023. CrAM: A Compression-Aware Minimizer. 11th International Conference on Learning Representations . ICLR: International Conference on Learning Representations.
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| arXiv
2023 |Epub ahead of print| Journal Article | IST-REx-ID: 13182 |
Biswas R, Cultrera di Montesano S, Edelsbrunner H, Saghafian M. 2023. Geometric characterization of the persistence of 1D maps. Journal of Applied and Computational Topology.
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2023 |Published| Conference Paper | IST-REx-ID: 15023 |
Zikelic D, Lechner M, Verma A, Chatterjee K, Henzinger TA. 2023. Compositional policy learning in stochastic control systems with formal guarantees. 37th Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems, NeurIPS, .
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| arXiv
2023 |Published| Conference Paper | IST-REx-ID: 14921 |
Súkeník P, Mondelli M, Lampert C. 2023. Deep neural collapse is provably optimal for the deep unconstrained features model. 37th Annual Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems, NeurIPS, .
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| arXiv
2023 |Published| Conference Paper | IST-REx-ID: 14923 |
Fu T, Liu Y, Barbier J, Mondelli M, Liang S, Hou T. 2023. Mismatched estimation of non-symmetric rank-one matrices corrupted by structured noise. Proceedings of 2023 IEEE International Symposium on Information Theory. ISIT: IEEE International Symposium on Information Theory, 1178–1183.
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| arXiv
2023 |Published| Journal Article | IST-REx-ID: 13125 |
Sack S, Medina Ramos RA, Kueng R, Serbyn M. 2023. Recursive greedy initialization of the quantum approximate optimization algorithm with guaranteed improvement. Physical Review A. 107(6), 062404.
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| arXiv
2023 |Published| Conference Paper | IST-REx-ID: 14083 |
Resch N, Yuan C, Zhang Y. 2023. Zero-rate thresholds and new capacity bounds for list-decoding and list-recovery. 50th International Colloquium on Automata, Languages, and Programming. ICALP: International Colloquium on Automata, Languages, and Programming, LIPIcs, vol. 261, 99.
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| arXiv
2023 |Published| Journal Article | IST-REx-ID: 17078 |
Dass AV, Wunnava S, Langlais J, von der Esch B, Krusche M, Ufer L, Chrisam N, Dubini RCA, Gartner F, Angerpointner S, Dirscherl CF, Rovo P, Mast CB, Šponer JE, Ochsenfeld C, Frey E, Braun D. 2023. RNA oligomerisation without added catalyst from 2′,3′‐cyclic nucleotides by drying at air-water interfaces. ChemSystemsChem. 5(1), e202200026.
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2023 |Published| Journal Article | IST-REx-ID: 17074 |
Brooks M, Seiringer R. 2023. Validity of Bogoliubov’s approximation fortranslation-invariant Bose gases. Probability and Mathematical Physics. 3(4), 939–1000.
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| arXiv
2023 |Epub ahead of print| Journal Article | IST-REx-ID: 14868 |
Tyagi S, Capitanio JS, Xu J, Chen F, Sharma R, Huang J, Hetzer M. 2023. High-precision mapping of nuclear pore-chromatin interactions reveals new principles of genome organization at the nuclear envelope. eLife.
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2023 |Published| Journal Article | IST-REx-ID: 13118
Hernandez J-A, Bethkenhagen M, Ninet S, French M, Benuzzi-Mounaix A, Datchi F, Guarguaglini M, Lefevre F, Occelli F, Redmer R, Vinci T, Ravasio A. 2023. Melting curve of superionic ammonia at planetary interior conditions. Nature Physics. 19, 1280–1285.
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2023 |Published| Conference Paper | IST-REx-ID: 14922 |
Esposito AR, Mondelli M. 2023. Concentration without independence via information measures. Proceedings of 2023 IEEE International Symposium on Information Theory. ISIT: IEEE International Symposium on Information Theory, 400–405.
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| arXiv
2023 |Submitted| Preprint | IST-REx-ID: 17351 |
Pedrotti F. Contractive coupling rates and curvature lower bounds for Markov chains. arXiv, 10.48550/arXiv.2308.00516.
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| arXiv
2023 |Published| Conference Paper | IST-REx-ID: 14459 |
Shevchenko A, Kögler K, Hassani H, Mondelli M. 2023. Fundamental limits of two-layer autoencoders, and achieving them with gradient methods. Proceedings of the 40th International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 202, 31151–31209.
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| arXiv
2023 |Published| Conference Paper | IST-REx-ID: 14461 |
Markov I, Vladu A, Guo Q, Alistarh D-A. 2023. Quantized distributed training of large models with convergence guarantees. Proceedings of the 40th International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 202, 24020–24044.
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| arXiv
2023 |Published| Conference Paper | IST-REx-ID: 17378 |
Frantar E, Ashkboos S, Hoefler T, Alistarh D-A. 2023. OPTQ: Accurate post-training quantization for generative pre-trained transformers. 11th International Conference on Learning Representations . ICLR: International Conference on Learning Representations.
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2023 |Published| Conference Paper | IST-REx-ID: 14458 |
Frantar E, Alistarh D-A. 2023. SparseGPT: Massive language models can be accurately pruned in one-shot. Proceedings of the 40th International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 202, 10323–10337.
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| arXiv
2023 |Published| Conference Paper | IST-REx-ID: 14417 |
Baier C, Chatterjee K, Meggendorfer T, Piribauer J. 2023. Entropic risk for turn-based stochastic games. 48th International Symposium on Mathematical Foundations of Computer Science. MFCS: Symposium on Mathematical Foundations of Computer Science, LIPIcs, vol. 272, 15.
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| arXiv
2023 |Published| Journal Article | IST-REx-ID: 14784 |
Gallardo-Dodd CJ, Oertlin C, Record J, Galvani RG, Sommerauer C, Kuznetsov NV, Doukoumopoulos E, Ali L, Oliveira MMS, Seitz C, Percipalle M, Nikić T, Sadova AA, Shulgina SM, Shmarov VA, Kutko OV, Vlasova DD, Orlova KD, Rykova MP, Andersson J, Percipalle P, Kutter C, Ponomarev SA, Westerberg LS. 2023. Exposure of volunteers to microgravity by dry immersion bed over 21 days results in gene expression changes and adaptation of T cells. Science Advances. 9(34), adg1610.
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| PubMed | Europe PMC
2023 |Published| Journal Article | IST-REx-ID: 14032 |
Mukhopadhyay S, Senior JL, Saez Mollejo J, Puglia D, Zemlicka M, Fink JM, Higginbotham AP. 2023. Superconductivity from a melted insulator in Josephson junction arrays. Nature Physics. 19, 1630–1635.
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