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466 Publications
2024 |
Published |
Thesis | PhD |
IST-REx-ID: 18667 |
Heiss T. 2024. New methods for applying topological data analysis to materials science. Institute of Science and Technology Austria.
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2024 |
Published |
Thesis | PhD |
IST-REx-ID: 18674 |
Lyudchik J. 2024. Image analysis for brain tissue reconstruction with super-resolution light microscopy. Institute of Science and Technology Austria.
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2024 |
Published |
Thesis | PhD |
IST-REx-ID: 18681
Tavakoli M. 2024. 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.
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2024 |
Published |
Journal Article |
IST-REx-ID: 12846 |
Chern A, Ishida S. 2024. Area formula for spherical polygons via prequantization. SIAM Journal on Applied Algebra and Geometry. 8(3), 782–796.
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| WoS
| arXiv
2024 |
Published |
Thesis | PhD |
IST-REx-ID: 18766 |
Datler J. 2024. Elucidating the structural determinants of the poxvirus core using multi-modal cryo-EM. Institute of Science and Technology Austria.
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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 |
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.
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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: 18917 |
Aronov B, Basit A, Ramesh I, Tasinato G, Wagner U. 2024. Eight-partitioning points in 3D, and efficiently too. 40th International Symposium on Computational Geometry. SoCG: Symposium on Computational Geometry vol. 293, 8:1-8:15.
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| arXiv
2024 |
Published |
Journal Article |
IST-REx-ID: 18961 |
Günther CU, Pietrzak KZ. 2024. Deniability in automated contact tracing: Impossibilities and possibilities. Proceedings on Privacy Enhancing Technologies. 2024(4), 636–648.
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2024 |
Published |
Conference Paper |
IST-REx-ID: 18998 |
Draganov O, Skiena S. 2024. The shape of word embeddings: Quantifying non-isometry with topological data analysis. Findings of the Association for Computational Linguistics: EMNLP 2024. EMNLP: Conference on Empirical Methods in Natural Language Processing, 12080–12099.
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| arXiv
2024 |
Submitted |
Preprint |
IST-REx-ID: 18999 |
Cultrera di Montesano S, Draganov O, Edelsbrunner H, Saghafian M. Chromatic topological data analysis. arXiv, 2406.04102.
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| arXiv
2024 |
Published |
Preprint |
IST-REx-ID: 19063 |
Zverev E, Abdelnabi S, Tabesh S, Fritz M, Lampert C. 2024. Can LLMs separate instructions from data? And what do we even mean by that? arXiv, 2403.06833.
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| arXiv
2024 |
Published |
Journal Article |
IST-REx-ID: 14852 |
Kramarenko I, Kerutt J, Verhamme A, Oesch PA, Barrufet L, Matthee JJ, Kusakabe H, Goovaerts I, Thai TT. 2024. Linking UV spectral properties of MUSE Ly α emitters at z ≳ 3 to Lyman continuum escape. Monthly Notices of the Royal Astronomical Society. 527(4), 9853–9871.
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| WoS
| arXiv
2024 |
Published |
Journal Article |
IST-REx-ID: 14901 |
Nomura K, Rella S, Merritt H, Baltussen M, Bird D, Tjuka A, Falk D. 2024. Tipping points of space debris in low earth orbit. International Journal of the Commons. 18(1).
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2024 |
Published |
Thesis | PhD |
IST-REx-ID: 15020 |
Hledik M. 2024. Genetic information and biological optimization. Institute of Science and Technology Austria.
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2024 |
Published |
Thesis | PhD |
IST-REx-ID: 15094 |
Cultrera di Montesano S. 2024. Persistence and Morse theory for discrete geometric structures. Institute of Science and Technology Austria.
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