Pierre C Bellec

The Cost-free Nature of Optimally Tuning Tikhonov Regularizers and Other Ordered Smoothers

Dana Yang, Pierre C Bellec, P. Bellec, 2019, ICML.

Asymptotic normality of robust M-estimators with convex penalty

Cun-Hui Zhang, Pierre C Bellec, Yiwei Shen, 2021, Electronic Journal of Statistics.

Second-order Stein: SURE for SURE and other applications in high-dimensional inference

Cun-Hui Zhang, Pierre C Bellec, Cun-Hui Zhang, 2018, The Annals of Statistics.

Derivatives and residual distribution of regularized M-estimators with application to adaptive tuning

Pierre C Bellec, Yiwei Shen, Yi Shen, 2021, COLT.

Localized Gaussian width of $M$-convex hulls with applications to Lasso and convex aggregation

Pierre C Bellec, P. Bellec, 2017, Bernoulli.

Concentration of quadratic forms under a Bernstein moment assumption

Pierre C Bellec, P. Bellec, 2019, 1901.08736.