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466 Publications
2024 |
Published |
Thesis | PhD |
IST-REx-ID: 18667 |
T. Heiss, “New methods for applying topological data analysis to materials science,” Institute of Science and Technology Austria, 2024.
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2024 |
Published |
Thesis | PhD |
IST-REx-ID: 18674 |
J. Lyudchik, “Image analysis for brain tissue reconstruction with super-resolution light microscopy,” Institute of Science and Technology Austria, 2024.
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2024 |
Published |
Thesis | PhD |
IST-REx-ID: 18681
M. Tavakoli, “Developing molecular and structural tools for studying brain architecture with super resolution expansion microscopy. LICONN: Molecularly-informed connectomics reconstruction with light microscopy,” Institute of Science and Technology Austria, 2024.
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2024 |
Published |
Journal Article |
IST-REx-ID: 12846 |
A. Chern and S. Ishida, “Area formula for spherical polygons via prequantization,” SIAM Journal on Applied Algebra and Geometry, vol. 8, no. 3. Society for Industrial and Applied Mathematics, pp. 782–796, 2024.
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| arXiv
2024 |
Published |
Thesis | PhD |
IST-REx-ID: 18766 |
J. Datler, “Elucidating the structural determinants of the poxvirus core using multi-modal cryo-EM,” Institute of Science and Technology Austria, 2024.
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2024 |
Published |
Conference Paper |
IST-REx-ID: 18847 |
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.
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| arXiv
2024 |
Draft |
Preprint |
IST-REx-ID: 18874 |
B. Prach and C. Lampert, “Intriguing properties of robust classification,” arXiv. .
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| arXiv
2024 |
Published |
Conference Paper |
IST-REx-ID: 18875 |
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. 37.
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| arXiv
2024 |
Published |
Conference Paper |
IST-REx-ID: 18890 |
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. 37.
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| arXiv
2024 |
Published |
Conference Paper |
IST-REx-ID: 18891 |
P. Súkeník, C. Lampert, and M. Mondelli, “Neural collapse versus low-rank bias: Is deep neural collapse really optimal?,” in 38th Annual Conference on Neural Information Processing Systems, Vancouver, Canada, 2024, vol. 37.
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| arXiv
2024 |
Research Data Reference |
IST-REx-ID: 18895 |
R. Cadei, F. Locatello, S. Cremer, L. Lindorfer, and C. Schmid, “ISTAnt.” Institute of Science and Technology Austria, 2024.
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2024 |
Published |
Conference Paper |
IST-REx-ID: 18917 |
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.
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| arXiv
2024 |
Published |
Journal Article |
IST-REx-ID: 18961 |
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.
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2024 |
Published |
Conference Paper |
IST-REx-ID: 18998 |
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.
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| arXiv
2024 |
Submitted |
Preprint |
IST-REx-ID: 18999 |
S. Cultrera di Montesano, O. Draganov, H. Edelsbrunner, and M. Saghafian, “Chromatic topological data analysis,” arXiv. .
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| arXiv
2024 |
Published |
Preprint |
IST-REx-ID: 19063 |
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.
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| arXiv
2024 |
Published |
Journal Article |
IST-REx-ID: 14852 |
I. Kramarenko et al., “Linking UV spectral properties of MUSE Ly α emitters at z ≳ 3 to Lyman continuum escape,” Monthly Notices of the Royal Astronomical Society, vol. 527, no. 4. Oxford University Press, pp. 9853–9871, 2024.
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| WoS
| arXiv
2024 |
Published |
Journal Article |
IST-REx-ID: 14901 |
K. Nomura et al., “Tipping points of space debris in low earth orbit,” International Journal of the Commons, vol. 18, no. 1. Ubiquity Press, 2024.
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2024 |
Published |
Thesis | PhD |
IST-REx-ID: 15020 |
M. Hledik, “Genetic information and biological optimization,” Institute of Science and Technology Austria, 2024.
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2024 |
Published |
Thesis | PhD |
IST-REx-ID: 15094 |
S. Cultrera di Montesano, “Persistence and Morse theory for discrete geometric structures,” Institute of Science and Technology Austria, 2024.
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