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6686 Publications

2024 | Published | Conference Paper | IST-REx-ID: 18847 | OA
Cadei, R., Lindorfer, L., Cremer, S., Schmid, C., & Locatello, F. (2024). Smoke and mirrors in causal downstream tasks. In ICML 2024 Workshop AI4Science (Vol. 38). Curran Associates.
[Published Version] View | Files available | arXiv
 
2024 | Published | Journal Article | IST-REx-ID: 18856 | OA
Lutsai, K., & Lampert, C. (2024). Predicting the geolocation of tweets using transformer models on customized data. Journal of Spatial Information Science. University of Maine. https://doi.org/10.5311/JOSIS.2024.29.295
[Published Version] View | Files available | DOI
 
earlier version | 2024 | Draft | Preprint | IST-REx-ID: 18874 | OA
Prach, B., & Lampert, C. (n.d.). Intriguing properties of robust classification. arXiv. https://doi.org/10.48550/arXiv.2412.04245
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18875 | OA
Kalinin, N., & Lampert, C. (2024). Banded square root matrix factorization for differentially private model training. In 38th Annual Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.
[Published Version] View | Files available | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18890 | OA
Beaglehole, D., Súkeník, P., Mondelli, M., & Belkin, M. (2024). Average gradient outer product as a mechanism for deep neural collapse. In 38th Annual Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18891 | OA
Súkeník, P., Lampert, C., & Mondelli, M. (2024). Neural collapse versus low-rank bias: Is deep neural collapse really optimal? In 38th Annual Conference on Neural Information Processing Systems (Vol. 37). Vancouver, Canada: Neural Information Processing Systems Foundation.
[Published Version] View | Files available | arXiv
 
2024 | Research Data Reference | IST-REx-ID: 18895 | OA
Cadei, R., Locatello, F., Cremer, S., Lindorfer, L., & Schmid, C. (2024). ISTAnt. Institute of Science and Technology Austria. https://doi.org/10.6084/M9.FIGSHARE.26484934.V2
[Published Version] View | Files available | DOI | Download Published Version (ext.)
 
2024 | Published | Conference Paper | IST-REx-ID: 18897 | OA
Pedrotti, F., Maas, J., & Mondelli, M. (2024). Improved convergence of score-based diffusion models via prediction-correction. In Transactions on Machine Learning Research.
[Published Version] View | Files available | arXiv
 
2024 | Published | Book (Editor) | IST-REx-ID: 18899
Maas, J., Rademacher, S. A. E., Titkos, T., & Virosztek, D. (Eds.). (2024). Optimal Transport on Quantum Structures (Vol. 29). Cham: Springer Nature. https://doi.org/10.1007/978-3-031-50466-2
View | DOI
 
2024 | Published | Journal Article | IST-REx-ID: 18900 | OA
Wirth, M. (2024). Modular completely Dirichlet forms as squares of derivations. International Mathematics Research Notices. Oxford University Press. https://doi.org/10.1093/imrn/rnae092
[Published Version] View | Files available | DOI | WoS
 
2024 | Published | Journal Article | IST-REx-ID: 18902 | OA
Zagorski, M., Brandenberg, N., Lutolf, M., Tkačik, G., Bollenbach, M. T., Briscoe, J., & Kicheva, A. (2024). Assessing the precision of morphogen gradients in neural tube development. Nature Communications. Springer Nature. https://doi.org/10.1038/s41467-024-45148-8
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
2024 | Published | Conference Paper | IST-REx-ID: 18906 | OA
Hanauer, K., Henzinger, M., Münk, R., Räcke, H., & Vötsch, M. (2024). Expander hierarchies for normalized cuts on graphs. In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (pp. 1016–1027). Barcelona, Spain: ACM. https://doi.org/10.1145/3637528.3671978
[Published Version] View | Files available | DOI | WoS
 
2024 | Published | Journal Article | IST-REx-ID: 18908 | OA
Le Moan, A., Stankowski, S., Rafajlović, M., Ortega-Martinez, O., Faria, R., Butlin, R. K., & Johannesson, K. (2024). Coupling of twelve putative chromosomal inversions maintains a strong barrier to gene flow between snail ecotypes. Evolution Letters. Oxford University Press. https://doi.org/10.1093/evlett/qrae014
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
2024 | Published | Journal Article | IST-REx-ID: 18910 | OA
Schanda, P., & Haran, G. (2024). NMR and single-molecule FRET insights into fast protein motions and their relation to function. Annual Review of Biophysics. Annual Reviews. https://doi.org/10.1146/annurev-biophys-070323-022428
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
2024 | Published | Conference Paper | IST-REx-ID: 18912
Tojo, K., Shamir, A., Bickel, B., & Umetani, N. (2024). Fabricable 3D wire art. In SIGGRAPH ’24: ACM SIGGRAPH 2024 Conference Papers. Denver, CO, United States: ACM. https://doi.org/10.1145/3641519.3657453
View | DOI | WoS
 
2024 | Published | Conference Paper | IST-REx-ID: 18913 | OA
Giuliari, G., Sonnino, A., Frei, M., Streun, F., Kokoris Kogias, E., & Perrig, A. (2024). An empirical study of consensus protocols’ DoS resilience. In Proceedings of the 19th ACM Asia Conference on Computer and Communications Security (pp. 1345–1360). Singapore, Singapore: ACM. https://doi.org/10.1145/3634737.3656997
[Published Version] View | Files available | DOI | WoS
 
2024 | Published | Journal Article | IST-REx-ID: 18919
Baykusheva, D. R. (2024). Through the slopes of a light-induced phase transition. Nature Physics. Springer Nature. https://doi.org/10.1038/s41567-024-02401-7
View | DOI | WoS
 
2024 | Published | Journal Article | IST-REx-ID: 18920 | OA
Homola, M., Büttner, R. C., Füzik, T., Křepelka, P., Holbová, R., Nováček, J., … Plevka, P. (2024). Structure and replication cycle of a virus infecting climate-modulating alga Emiliania huxleyi. Science Advances. American Association for the Advancement of Science. https://doi.org/10.1126/sciadv.adk1954
[Published Version] View | Files available | DOI | PubMed | Europe PMC
 
2024 | Published | Conference Paper | IST-REx-ID: 18922
Georgiadis, L., Italiano, G. F., & Kosinas, E. (2024). Computing the 3-edge-connected components of directed graphs in linear time. In 65th Annual Symposium on Foundations of Computer Science (pp. 62–85). Chicago, IL, United States: IEEE. https://doi.org/10.1109/focs61266.2024.00015
View | DOI | WoS
 
2024 | Published | Conference Paper | IST-REx-ID: 18925 | OA
Ceylan, E., Chatterjee, K., Schmid, S., & Svoboda, J. (2024). Congestion-free rerouting of network flows: Hardness and an FPT algorithm. In NOMS 2024-2024 IEEE Network Operations and Management Symposium. Seoul, Republic of Korea: IEEE. https://doi.org/10.1109/noms59830.2024.10575579
[Submitted Version] View | DOI | Download Submitted Version (ext.) | WoS
 

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