Bilateral Artificial Intelligence (Mondelli)
Project Period: 2024-10-01 – 2029-09-30
Funder:
Austrian Science Fund
Acronym
BILAI
Principal Investigator
Department(s)
Grant Number
COE12
Grant DOI
Funder
Austrian Science Fund
Funder Schema
FWF-COE
Funder Registry
3 Publications
2026 |
Published |
Thesis | PhD |
IST-REx-ID: 22857 |
Trustworthy machine learning in high dimensions
S. Bombari, Trustworthy Machine Learning in High Dimensions, Institute of Science and Technology Austria, 2026.
[Published Version]
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| DOI
S. Bombari, Trustworthy Machine Learning in High Dimensions, Institute of Science and Technology Austria, 2026.
2025 |
Published |
Conference Paper |
IST-REx-ID: 21326 |
Neural collapse beyond the unconstrained features model: Landscape, dynamics, and generalization in the mean-field regime
D. Wu, M. Mondelli, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 67499–67536.
[Published Version]
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| arXiv
D. Wu, M. Mondelli, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 67499–67536.
2025 |
Published |
Journal Article |
IST-REx-ID: 19627 |
Privacy for free in the overparameterized regime
S. Bombari, M. Mondelli, Proceedings of the National Academy of Sciences 122 (2025).
[Published Version]
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| DOI
| WoS
| PubMed | Europe PMC
| arXiv
S. Bombari, M. Mondelli, Proceedings of the National Academy of Sciences 122 (2025).