Pierre C. Bellec

12 papers A* 7Journal 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Error estimation and adaptive tuning for unregularized robust M-estimator.
J. Mach. Learn. Res.
Pierre C. Bellec, Takuya Koriyama
2025 A* conf
Phase transitions for the existence of unregularized M-estimators in single index models.
ICML
Takuya Koriyama, Pierre C. Bellec
2024 A* conf
Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression.
NeurIPS
Kai Tan, Pierre C. Bellec
2024 J jnl
Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression.
CoRR
Kai Tan, Pierre C. Bellec
2024 J jnl
Uncertainty quantification for iterative algorithms in linear models with application to early stopping.
CoRR
Pierre C. Bellec, Kai Tan
2023 A* conf
Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions.
NeurIPS
Kai Tan, Pierre C. Bellec
2022 A* conf
Derivatives and residual distribution of regularized M-estimators with application to adaptive tuning.
COLT
Pierre C. Bellec, Yiwei Shen
2020 A* conf
Asymptotic normality and confidence intervals for derivatives of 2-layers neural network in the random features model.
NeurIPS
Yiwei Shen, Pierre C. Bellec
2020 J jnl
Bagging improves reproducibility of functional parcellation of the human brain.
NeuroImage
Aki Nikolaidis, Anibal Sólon Heinsfeld, Ting Xu, Pierre C. Bellec, Joshua T. Vogelstein, Michael P. Milham
2019 A* conf
First order expansion of convex regularized estimators.
NeurIPS
Pierre C. Bellec, Arun K. Kuchibhotla
2016 A* conf
Aggregation of supports along the Lasso path.
COLT
Pierre C. Bellec
2015 J jnl
Sharp oracle bounds for monotone and convex regression through aggregation.
J. Mach. Learn. Res.
Pierre C. Bellec, Alexandre B. Tsybakov