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6686 Publications
2024 |
Published |
Conference Paper |
IST-REx-ID: 18847 |
Cadei R, Lindorfer L, Cremer S, Schmid C, Locatello F. 2024. Smoke and mirrors in causal downstream tasks. ICML 2024 Workshop AI4Science. ICML: International Conference on Machine Learning vol. 38.
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| arXiv
2024 |
Published |
Journal Article |
IST-REx-ID: 18856 |
Lutsai K, Lampert C. 2024. Predicting the geolocation of tweets using transformer models on customized data. Journal of Spatial Information Science. (29), 69–99.
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earlier version | 2024 |
Draft |
Preprint |
IST-REx-ID: 18874 |
Prach B, Lampert C. Intriguing properties of robust classification. arXiv, 2412.04245.
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| arXiv
2024 |
Published |
Conference Paper |
IST-REx-ID: 18875 |
Kalinin N, Lampert C. 2024. Banded square root matrix factorization for differentially private model training. 38th Annual Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems, Advances in Neural Information Processing Systems, vol. 37.
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| arXiv
2024 |
Published |
Conference Paper |
IST-REx-ID: 18890 |
Beaglehole D, Súkeník P, Mondelli M, Belkin M. 2024. Average gradient outer product as a mechanism for deep neural collapse. 38th Annual Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems, Advances in Neural Information Processing Systems, vol. 37.
[Preprint]
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| arXiv
2024 |
Published |
Conference Paper |
IST-REx-ID: 18891 |
Súkeník P, Lampert C, Mondelli M. 2024. Neural collapse versus low-rank bias: Is deep neural collapse really optimal? 38th Annual Conference on Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems, Advances in Neural Information Processing Systems, vol. 37.
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| arXiv
2024 |
Research Data Reference |
IST-REx-ID: 18895 |
Cadei R, Locatello F, Cremer S, Lindorfer L, Schmid C. 2024. ISTAnt, Institute of Science and Technology Austria, 10.6084/M9.FIGSHARE.26484934.V2.
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2024 |
Published |
Conference Paper |
IST-REx-ID: 18897 |
Pedrotti F, Maas J, Mondelli M. 2024. Improved convergence of score-based diffusion models via prediction-correction. Transactions on Machine Learning Research. , TMLR, .
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| arXiv
2024 |
Published |
Journal Article |
IST-REx-ID: 18900 |
Wirth M. 2024. Modular completely Dirichlet forms as squares of derivations. International Mathematics Research Notices. 2024(14), 10597–10614.
[Published Version]
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| WoS
2024 |
Published |
Journal Article |
IST-REx-ID: 18902 |
Zagorski M, Brandenberg N, Lutolf M, Tkačik G, Bollenbach MT, Briscoe J, Kicheva A. 2024. Assessing the precision of morphogen gradients in neural tube development. Nature Communications. 15, 929.
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| PubMed | Europe PMC
2024 |
Published |
Conference Paper |
IST-REx-ID: 18906 |
Hanauer K, Henzinger M, Münk R, Räcke H, Vötsch M. 2024. Expander hierarchies for normalized cuts on graphs. Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. KDD: Knowledge Discovery and Data Mining, 1016–1027.
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2024 |
Published |
Journal Article |
IST-REx-ID: 18908 |
Le Moan A, Stankowski S, Rafajlović M, Ortega-Martinez O, Faria R, Butlin RK, Johannesson K. 2024. Coupling of twelve putative chromosomal inversions maintains a strong barrier to gene flow between snail ecotypes. Evolution Letters. 8(4), 575–586.
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| PubMed | Europe PMC
2024 |
Published |
Journal Article |
IST-REx-ID: 18910 |
Schanda P, Haran G. 2024. NMR and single-molecule FRET insights into fast protein motions and their relation to function. Annual Review of Biophysics. 53, 247–273.
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| PubMed | Europe PMC
2024 |
Published |
Conference Paper |
IST-REx-ID: 18913 |
Giuliari G, Sonnino A, Frei M, Streun F, Kokoris Kogias E, Perrig A. 2024. An empirical study of consensus protocols’ DoS resilience. Proceedings of the 19th ACM Asia Conference on Computer and Communications Security. ASIACCS: Asia Conference on Computer and Communications Security, 1345–1360.
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2024 |
Published |
Journal Article |
IST-REx-ID: 18920 |
Homola M, Büttner RC, Füzik T, Křepelka P, Holbová R, Nováček J, Chaillet ML, Žák J, Grybchuk D, Förster F, Wilson WH, Schroeder DC, Plevka P. 2024. Structure and replication cycle of a virus infecting climate-modulating alga Emiliania huxleyi. Science Advances. 10(15), eadk1954.
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| PubMed | Europe PMC
2024 |
Published |
Conference Paper |
IST-REx-ID: 18925 |
Ceylan E, Chatterjee K, Schmid S, Svoboda J. 2024. Congestion-free rerouting of network flows: Hardness and an FPT algorithm. NOMS 2024-2024 IEEE Network Operations and Management Symposium. NOMS: Network Operations and Management Symposiu .
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