| Slope meets lasso: improved oracle bounds and optimality PC Bellec, G Lecué, AB Tsybakov The Annals of Statistics 46 (6B), 3603-3642, 2018 | 212 | 2018 |
| Sharp oracle inequalities for least squares estimators in shape restricted regression PC Bellec The Annals of Statistics 46 (2), 745-780, 2018 | 108 | 2018 |
| Bounds on the prediction error of penalized least squares estimators with convex penalty P Bellec, A Tsybakov Modern Problems of Stochastic Analysis and Statistics: Selected …, 2017 | 48 | 2017 |
| Sharp oracle bounds for monotone and convex regression through aggregation. PC Bellec, AB Tsybakov J. Mach. Learn. Res. 16, 1879-1892, 2015 | 40 | 2015 |
| Second-order Stein: SURE for SURE and other applications in high-dimensional inference PC Bellec, CH Zhang The Annals of Statistics 49 (4), 1864-1903, 2021 | 38 | 2021 |
| De-biasing the lasso with degrees-of-freedom adjustment PC Bellec, CH Zhang Bernoulli 28 (2), 713-743, 2022 | 37 | 2022 |
| Optimal bounds for aggregation of affine estimators PC Bellec arXiv preprint arXiv:1410.0346, 2014 | 35* | 2014 |
| De-biasing convex regularized estimators and interval estimation in linear models PC Bellec, CH Zhang arXiv preprint arXiv:1912.11943, 2019 | 34* | 2019 |
| Concentration of quadratic forms under a Bernstein moment assumption PC Bellec arXiv preprint arXiv:1901.08736, 2019 | 27 | 2019 |
| On the prediction loss of the lasso in the partially labeled setting PC Bellec, AS Dalalyan, E Grappin, Q Paris | 26 | 2018 |
| Out-of-sample error estimation for M-estimators with convex penalty PC Bellec Information and Inference: A Journal of the IMA 12 (4), 2782-2817, 2023 | 21 | 2023 |
| The noise barrier and the large signal bias of the lasso and other convex estimators PC Bellec arXiv preprint arXiv:1804.01230, 2018 | 18 | 2018 |
| Localized Gaussian width of -convex hulls with applications to Lasso and convex aggregation PC Bellec | 17 | 2019 |
| Optimal exponential bounds for aggregation of density estimators PC Bellec | 17 | 2017 |
| Derivatives and residual distribution of regularized M-estimators with application to adaptive tuning PC Bellec, Y Shen Conference on Learning Theory, 1912-1947, 2022 | 15 | 2022 |
| Towards the study of least squares estimators with convex penalty PC Bellec, G Lecué, AB Tsybakov arXiv preprint arXiv:1701.09120, 2017 | 11 | 2017 |
| Observable adjustments in single-index models for regularized M-estimators PC Bellec arXiv preprint arXiv:2204.06990, 2022 | 10 | 2022 |
| Optimistic lower bounds for convex regularized least-squares PC Bellec arXiv preprint arXiv:1703.01332, 2017 | 10 | 2017 |
| Asymptotic normality of robust M-estimators with convex penalty PC Bellec, Y Shen, CH Zhang Electronic Journal of Statistics 16 (2), 5591-5622, 2022 | 8 | 2022 |
| Adaptive confidence sets in shape restricted regression PC Bellec arXiv preprint arXiv:1601.05766, 2016 | 7 | 2016 |
Arnak S. DalalyanProfessor, ENSAE Paris(Ecole Nationale de la Statistique et de l'Administration Economique), IP在 ensae.fr 的电子邮件经过验证
Arnak S. DalalyanProfessor, ENSAE Paris(Ecole Nationale de la Statistique et de l'Administration Economique), IP在 ensae.fr 的电子邮件经过验证