Pierre C. Bellec

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 7

Top Topics

Confidence Intervals

Multinomial Logistic Regression

Top Venues

Publications

Pierre C. Bellec, Kai Tan
Uncertainty quantification for iterative algorithms in linear models with application to early stopping. CoRR (2024)
Kai Tan, Pierre C. Bellec
Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions. NeurIPS (2023)
Pierre C. Bellec, Yiwei Shen
Derivatives and residual distribution of regularized M-estimators with application to adaptive tuning. COLT (2022)
Yiwei Shen, Pierre C. Bellec
Asymptotic normality and confidence intervals for derivatives of 2-layers neural network in the random features model. NeurIPS (2020)
Aki Nikolaidis, Anibal Solon Heinsfeld, Ting Xu, Pierre C. Bellec, Joshua T. Vogelstein, Michael P. Milham
Bagging improves reproducibility of functional parcellation of the human brain. NeuroImage 214 (2020)
Pierre C. Bellec, Arun K. Kuchibhotla
First order expansion of convex regularized estimators. NeurIPS (2019)
Pierre C. Bellec
Aggregation of supports along the Lasso path. COLT (2016)
Pierre C. Bellec, Alexandre B. Tsybakov
Sharp oracle bounds for monotone and convex regression through aggregation. J. Mach. Learn. Res. 16 (2015)