On double-descent in uncertainty quantification in overparametrized models L Clarte, B Loureiro, F Krzakala, L Zdeborova International Conference on Artificial Intelligence and Statistics, 7089-7125, 2023 | 21* | 2023 |
Theoretical characterization of uncertainty in high-dimensional linear classification L Clarté, B Loureiro, F Krzakala, L Zdeborová Machine Learning: Science and Technology 4 (2), 2023 | 18 | 2023 |
Analysis of Bootstrap and Subsampling in High-dimensional Regularized Regression L Clarté, A Vandenbroucque, G Dalle, B Loureiro, F Krzakala, ... Proceedings of the Fortieth Conference on Uncertainty in Artificial …, 2024 | 5 | 2024 |
Expectation consistency for calibration of neural networks L Clarté, B Loureiro, F Krzakala, L Zdeborová Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial …, 2023 | 4 | 2023 |
Building Conformal Prediction Intervals with Approximate Message Passing L Clarté, L Zdeborová arXiv preprint arXiv:2410.16493, 2024 | | 2024 |
Expectation consistency for calibration of neural networks (Supplementary Material) L Clarté, B Loureiro, F Krzakala, L Zdeborová | | |