Pierre C. Bellec
Pierre C. Bellec
Rutgers - Department of Statistics
Verified email at polytechnique.org - Homepage
Title
Cited by
Cited by
Year
Slope meets lasso: improved oracle bounds and optimality
PC Bellec, G Lecué, AB Tsybakov
The Annals of Statistics 46 (6B), 3603-3642, 2018
1002018
Sharp oracle inequalities for least squares estimators in shape restricted regression
PC Bellec
The Annals of Statistics 46 (2), 745-780, 2018
572018
Bounds on the prediction error of penalized least squares estimators with convex penalty
P Bellec, A Tsybakov
International Conference on Modern Problems of Stochastic Analysis and …, 2016
262016
Sharp oracle bounds for monotone and convex regression through aggregation.
PC Bellec, AB Tsybakov
J. Mach. Learn. Res. 16, 1879-1892, 2015
232015
Optimal bounds for aggregation of affine estimators
PC Bellec
arXiv preprint arXiv:1410.0346, 2014
22*2014
On the prediction loss of the lasso in the partially labeled setting
PC Bellec, AS Dalalyan, E Grappin, Q Paris
Electronic Journal of Statistics 12 (2), 3443-3472, 2018
142018
Localized Gaussian width of -convex hulls with applications to Lasso and convex aggregation
PC Bellec
Bernoulli 25 (4A), 3016-3040, 2019
132019
Concentration of quadratic forms under a Bernstein moment assumption
PC Bellec
arXiv preprint arXiv:1901.08736, 2019
132019
Optimal exponential bounds for aggregation of density estimators
PC Bellec
Bernoulli 23 (1), 219-248, 2017
132017
The noise barrier and the large signal bias of the lasso and other convex estimators
PC Bellec
arXiv preprint arXiv:1804.01230, 2018
102018
Towards the study of least squares estimators with convex penalty
PC Bellec, G Lecué, AB Tsybakov
arXiv preprint arXiv:1701.09120, 2017
102017
Optimistic lower bounds for convex regularized least-squares
PC Bellec
arXiv preprint arXiv:1703.01332, 2017
62017
Second order Stein: SURE for SURE and other applications in high-dimensional inference
PC Bellec, CH Zhang
arXiv preprint arXiv:1811.04121, 2018
52018
Adaptive confidence sets in shape restricted regression
PC Bellec
arXiv preprint arXiv:1601.05766, 2016
52016
De-biasing the lasso with degrees-of-freedom adjustment
PC Bellec, CH Zhang
arXiv preprint arXiv:1902.08885, 2019
42019
The cost-free nature of optimally tuning Tikhonov regularizers and other ordered smoothers
PC Bellec, D Yang
arXiv preprint arXiv:1905.12517, 2019
22019
Aggregation of supports along the Lasso path
PC Bellec
arXiv preprint arXiv:1602.03427, 2016
22016
Second order Poincar\'e inequalities and de-biasing arbitrary convex regularizers when
PC Bellec, CH Zhang
arXiv preprint arXiv:1912.11943, 2019
12019
A sharp oracle inequality for Graph-Slope
PC Bellec, J Salmon, S Vaiter
Electronic journal of statistics 11 (2), 4851-4870, 2017
12017
Modelling Working Memory using Deep Recurrent Reinforcement Learning
P Sainath, P Bellec, G Lajoie
2019
The system can't perform the operation now. Try again later.
Articles 1–20