Bellec, Pierre C

8 publications

JMLR 2025 Error Estimation and Adaptive Tuning for Unregularized Robust M-Estimator Pierre C. Bellec, Takuya Koriyama
ICML 2025 Phase Transitions for the Existence of Unregularized M-Estimators in Single Index Models Takuya Koriyama, Pierre C Bellec
NeurIPS 2024 Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression Kai Tan, Pierre C. Bellec
NeurIPS 2023 Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions Kai Tan, Pierre C Bellec
COLT 2022 Derivatives and Residual Distribution of Regularized M-Estimators with Application to Adaptive Tuning Pierre C Bellec, Yiwei Shen
NeurIPS 2020 Asymptotic Normality and Confidence Intervals for Derivatives of 2-Layers Neural Network in the Random Features Model Yiwei Shen, Pierre C Bellec
COLT 2016 Aggregation of Supports Along the Lasso Path Pierre C. Bellec
JMLR 2015 Sharp Oracle Bounds for Monotone and Convex Regression Through Aggregation Pierre C. Bellec, Alexandre B. Tsybakov