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342 Publications

2024 | Published | Conference Paper | IST-REx-ID: 18875 | OA
N. Kalinin and C. Lampert, “Banded square root matrix factorization for differentially private model training,” in 38th Annual Conference on Neural Information Processing Systems, Vancouver, Canada, 2024, vol. 38.
[Published Version] View | Files available | arXiv
 
2024 | Submitted | Preprint | IST-REx-ID: 18874
B. Prach and C. Lampert, “Intriguing properties of robust classification,” arXiv. .
[Preprint] View | DOI | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18068 | OA
T. A. Henzinger, N. A. Mazzocchi, and N. E. Sarac, “Strategic dominance: A new preorder for nondeterministic processes,” in 35th International Conference on Concurrency Theory, Calgary, Canada, 2024, vol. 311.
[Published Version] View | Files available | DOI | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18847 | OA
R. Cadei, L. Lindorfer, S. Cremer, C. Schmid, and F. Locatello, “Smoke and mirrors in causal downstream tasks,” in ICML 2024 Workshop AI4Science, 2024, vol. 38.
[Published Version] View | Files available | arXiv
 
2024 | Research Data Reference | IST-REx-ID: 18895 | OA
R. Cadei, F. Locatello, S. Cremer, L. Lindorfer, and C. Schmid, “ISTAnt.” Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI | Download Published Version (ext.)
 
2024 | Published | Conference Paper | IST-REx-ID: 18917 | OA
B. Aronov, A. Basit, I. Ramesh, G. Tasinato, and U. Wagner, “Eight-partitioning points in 3D, and efficiently too,” in 40th International Symposium on Computational Geometry, Athens, Greece, 2024, vol. 293, p. 8:1-8:15.
[Published Version] View | Files available | DOI | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 17634 | OA
M. Chalupa, T. A. Henzinger, N. A. Mazzocchi, and N. E. Sarac, “QuAK: Quantitative Automata Kit,” in 12th International Symposium on Leveraging Applications of Formal Methods, Verification and Validation, Crete, Greece, 2024, vol. 15222, pp. 3–20.
[Published Version] View | Files available | DOI | arXiv
 
2024 | Published | Thesis | IST-REx-ID: 18129
M. Janik, “Strong charge-photon coupling in Germanium enabled by granular aluminium superinductors,” Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Journal Article | IST-REx-ID: 18961 | OA
C. U. Günther and K. Z. Pietrzak, “Deniability in automated contact tracing: Impossibilities and possibilities,” Proceedings on Privacy Enhancing Technologies, vol. 2024, no. 4. Privacy Enhancing Technologies Symposium Advisory Board, pp. 636–648, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Conference Paper | IST-REx-ID: 17426 | OA
B. Prach, F. Brau, G. Buttazzo, and C. Lampert, “1-Lipschitz layers compared: Memory, speed, and certifiable robustness,” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, Seattle, WA, United States, 2024, pp. 24574–24583.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2024 | Published | Conference Paper | IST-REx-ID: 18891 | OA
P. Súkeník, C. Lampert, and M. Mondelli, “Neural collapse vs. low-rank bias: Is deep neural collapse really optimal?,” in 38th Annual Conference on Neural Information Processing Systems, Vancouver, Canada, 2024, vol. 38.
[Published Version] View | Files available
 
2024 | Published | Conference Paper | IST-REx-ID: 18890 | OA
D. Beaglehole, P. Súkeník, M. Mondelli, and M. Belkin, “Average gradient outer product as a mechanism for deep neural collapse,” in 38th Annual Conference on Neural Information Processing Systems, Vancouver, Canada, 2024, vol. 38.
[Preprint] View | Download Preprint (ext.) | arXiv
 
2024 | Published | Journal Article | IST-REx-ID: 17141 | OA
Z. Zhang, H. Chen, S. Peng, and H. Han, “Slow and rapid auxin responses in Arabidopsis,” Journal of Experimental Botany, vol. 75, no. 18. Oxford University Press, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Thesis | IST-REx-ID: 15094 | OA
S. Cultrera di Montesano, “Persistence and Morse theory for discrete geometric structures,” Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Conference Paper | IST-REx-ID: 18998 | OA
O. Draganov and S. Skiena, “The shape of word embeddings: Quantifying non-isometry with topological data analysis,” in Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, FL, United States, 2024, pp. 12080–12099.
[Published Version] View | Files available | DOI | arXiv
 
2024 | Submitted | Preprint | IST-REx-ID: 18999 | OA
S. Cultrera di Montesano, O. Draganov, H. Edelsbrunner, and M. Saghafian, “Chromatic topological data analysis,” arXiv. .
[Preprint] View | DOI | Download Preprint (ext.) | arXiv
 
2024 | Published | Thesis | IST-REx-ID: 18104
D. Puglia, “Everyday electromechanics: Capacitive strong coupling to mechanical motion,” Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Preprint | IST-REx-ID: 19063 | OA
E. Zverev, S. Abdelnabi, S. Tabesh, M. Fritz, and C. Lampert, “Can LLMs separate instructions from data? And what do we even mean by that?,” arXiv. 2024.
[Preprint] View | Files available | DOI | Download Preprint (ext.) | arXiv
 
2024 | Published | Thesis | IST-REx-ID: 18766 | OA
J. Datler, “Elucidating the structural determinants of the poxvirus core using multi-modal cryo-EM,” Institute of Science and Technology Austria, 2024.
[Published Version] View | Files available | DOI
 
2024 | Published | Journal Article | IST-REx-ID: 17202 | OA
O. Sagi et al., “A gate tunable transmon qubit in planar Ge,” Nature Communications, vol. 15. Springer Nature, 2024.
[Published Version] View | Files available | DOI | arXiv
 

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