Inference in High Dimensions: Light-speed Algorithms and Information Limits
Project Period: 2024-10-01 – 2029-09-30
Funder:
European Research Council
Acronym
INF_2
Principal Investigator
Department(s)
Grant Number
101161364
Grant DOI
Funder
European Research Council
Funder Schema
HE-ERC-StG
Funder Registry
6 Publications
2026 |
Epub ahead of print |
Journal Article |
IST-REx-ID: 21488 |
Joint modeling of whole-genome sequencing data for human height via approximate message passing
A. Depope, J. Bajzik, M. Mondelli, M.R. Robinson, Cell Genomics (2026).
[Published Version]
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A. Depope, J. Bajzik, M. Mondelli, M.R. Robinson, Cell Genomics (2026).
2025 |
Published |
Conference Paper |
IST-REx-ID: 20033 |
High-dimensional analysis of knowledge distillation: Weak-to-Strong generalization and scaling laws
M. Emrullah Ildiz, H.A. Gozeten, E.O. Taga, M. Mondelli, S. Oymak, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 2967–3006.
[Published Version]
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M. Emrullah Ildiz, H.A. Gozeten, E.O. Taga, M. Mondelli, S. Oymak, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 2967–3006.
2025 |
Published |
Conference Paper |
IST-REx-ID: 20035 |
Wide neural networks trained with weight decay provably exhibit neural collapse
A. Jacot, P. Súkeník, Z. Wang, M. Mondelli, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 1905–1931.
[Published Version]
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| arXiv
A. Jacot, P. Súkeník, Z. Wang, M. Mondelli, in:, 13th International Conference on Learning Representations, ICLR, 2025, pp. 1905–1931.
2025 |
Published |
Conference Paper |
IST-REx-ID: 21324 |
Spurious correlations in high dimensional regression: The roles of regularization, simplicity bias and over-parameterization
S. Bombari, M. Mondelli, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 4839–4873.
[Published Version]
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| arXiv
S. Bombari, M. Mondelli, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 4839–4873.
2025 |
Published |
Conference Paper |
IST-REx-ID: 21325 |
Test-time training provably improves transformers as in-context learners
H.A. Gozeten, M.E. Ildiz, X. Zhang, M. Soltanolkotabi, M. Mondelli, S. Oymak, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 20266–20295.
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H.A. Gozeten, M.E. Ildiz, X. Zhang, M. Soltanolkotabi, M. Mondelli, S. Oymak, in:, Proceedings of the 42nd International Conference on Machine Learning, ML Research Press, 2025, pp. 20266–20295.
2025 |
Published |
Conference Paper |
IST-REx-ID: 21328 |
Spectral estimators for multi-index models: Precise asymptotics and optimal weak recovery
F. Kovačević, Z. Yihan, M. Mondelli, in:, Proceedings of 38th Conference on Learning Theory, ML Research Press, 2025, pp. 3354–3404.
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F. Kovačević, Z. Yihan, M. Mondelli, in:, Proceedings of 38th Conference on Learning Theory, ML Research Press, 2025, pp. 3354–3404.