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6686 Publications

2024 | Published | Conference Paper | IST-REx-ID: 18847 | OA
Cadei, Riccardo, et al. “Smoke and Mirrors in Causal Downstream Tasks.” ICML 2024 Workshop AI4Science, vol. 38, Curran Associates, 2024.
[Published Version] View | Files available | arXiv
 
2024 | Published | Journal Article | IST-REx-ID: 18856 | OA
Lutsai, Kateryna, and Christoph Lampert. “Predicting the Geolocation of Tweets Using Transformer Models on Customized Data.” Journal of Spatial Information Science, no. 29, University of Maine, 2024, pp. 69–99, doi:10.5311/JOSIS.2024.29.295.
[Published Version] View | Files available | DOI
 
earlier version | 2024 | Draft | Preprint | IST-REx-ID: 18874 | OA
Prach, Bernd, and Christoph Lampert. “Intriguing Properties of Robust Classification.” ArXiv, 2412.04245, doi:10.48550/arXiv.2412.04245.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18875 | OA
Kalinin, Nikita, and Christoph Lampert. “Banded Square Root Matrix Factorization for Differentially Private Model Training.” 38th Annual Conference on Neural Information Processing Systems, vol. 37, Neural Information Processing Systems Foundation, 2024.
[Published Version] View | Files available | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18890 | OA
Beaglehole, Daniel, et al. “Average Gradient Outer Product as a Mechanism for Deep Neural Collapse.” 38th Annual Conference on Neural Information Processing Systems, vol. 37, Neural Information Processing Systems Foundation, 2024.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18891 | OA
Súkeník, Peter, et al. “Neural Collapse versus Low-Rank Bias: Is Deep Neural Collapse Really Optimal?” 38th Annual Conference on Neural Information Processing Systems, vol. 37, Neural Information Processing Systems Foundation, 2024.
[Published Version] View | Files available | arXiv
 
2024 | Research Data Reference | IST-REx-ID: 18895 | OA
Cadei, Riccardo, et al. ISTAnt. Institute of Science and Technology Austria, 2024, doi: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, Francesco, et al. “Improved Convergence of Score-Based Diffusion Models via Prediction-Correction.” Transactions on Machine Learning Research, 2024.
[Published Version] View | Files available | arXiv
 
2024 | Published | Book (Editor) | IST-REx-ID: 18899
Maas, Jan, et al., editors. Optimal Transport on Quantum Structures. Vol. 29, Springer Nature, 2024, doi:10.1007/978-3-031-50466-2.
View | DOI
 
2024 | Published | Journal Article | IST-REx-ID: 18900 | OA
Wirth, Melchior. “Modular Completely Dirichlet Forms as Squares of Derivations.” International Mathematics Research Notices, vol. 2024, no. 14, Oxford University Press, 2024, pp. 10597–614, doi:10.1093/imrn/rnae092.
[Published Version] View | Files available | DOI | WoS
 
2024 | Published | Journal Article | IST-REx-ID: 18902 | OA
Zagorski, Marcin, et al. “Assessing the Precision of Morphogen Gradients in Neural Tube Development.” Nature Communications, vol. 15, 929, Springer Nature, 2024, doi: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, Kathrin, et al. “Expander Hierarchies for Normalized Cuts on Graphs.” Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, ACM, 2024, pp. 1016–27, doi:10.1145/3637528.3671978.
[Published Version] View | Files available | DOI | WoS
 
2024 | Published | Journal Article | IST-REx-ID: 18908 | OA
Le Moan, Alan, et al. “Coupling of Twelve Putative Chromosomal Inversions Maintains a Strong Barrier to Gene Flow between Snail Ecotypes.” Evolution Letters, vol. 8, no. 4, Oxford University Press, 2024, pp. 575–86, doi:10.1093/evlett/qrae014.
[Published Version] View | Files available | DOI | WoS | PubMed | Europe PMC
 
2024 | Published | Journal Article | IST-REx-ID: 18910 | OA
Schanda, Paul, and Gilad Haran. “NMR and Single-Molecule FRET Insights into Fast Protein Motions and Their Relation to Function.” Annual Review of Biophysics, vol. 53, Annual Reviews, 2024, pp. 247–73, doi: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, Kenji, et al. “Fabricable 3D Wire Art.” SIGGRAPH ’24: ACM SIGGRAPH 2024 Conference Papers, 134, ACM, 2024, doi:10.1145/3641519.3657453.
View | DOI | WoS
 
2024 | Published | Conference Paper | IST-REx-ID: 18913 | OA
Giuliari, Giacomo, et al. “An Empirical Study of Consensus Protocols’ DoS Resilience.” Proceedings of the 19th ACM Asia Conference on Computer and Communications Security, ACM, 2024, pp. 1345–60, doi:10.1145/3634737.3656997.
[Published Version] View | Files available | DOI | WoS
 
2024 | Published | Journal Article | IST-REx-ID: 18919
Baykusheva, Denitsa Rangelova. “Through the Slopes of a Light-Induced Phase Transition.” Nature Physics, vol. 20, no. 5, Springer Nature, 2024, pp. 684–85, doi:10.1038/s41567-024-02401-7.
View | DOI | WoS
 
2024 | Published | Journal Article | IST-REx-ID: 18920 | OA
Homola, Miroslav, et al. “Structure and Replication Cycle of a Virus Infecting Climate-Modulating Alga Emiliania Huxleyi.” Science Advances, vol. 10, no. 15, eadk1954, American Association for the Advancement of Science, 2024, doi:10.1126/sciadv.adk1954.
[Published Version] View | Files available | DOI | PubMed | Europe PMC
 
2024 | Published | Conference Paper | IST-REx-ID: 18922
Georgiadis, Loukas, et al. “Computing the 3-Edge-Connected Components of Directed Graphs in Linear Time.” 65th Annual Symposium on Foundations of Computer Science, IEEE, 2024, pp. 62–85, doi:10.1109/focs61266.2024.00015.
View | DOI | WoS
 
2024 | Published | Conference Paper | IST-REx-ID: 18925 | OA
Ceylan, Esra, et al. “Congestion-Free Rerouting of Network Flows: Hardness and an FPT Algorithm.” NOMS 2024-2024 IEEE Network Operations and Management Symposium, IEEE, 2024, doi:10.1109/noms59830.2024.10575579.
[Submitted Version] View | DOI | Download Submitted Version (ext.) | WoS
 

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