| Non-convex finite-sum optimization via scsg methods L Lei, C Ju, J Chen, MI Jordan Advances in Neural Information Processing Systems 30, 2017 | 282 | 2017 |
| Overlap in observational studies with high-dimensional covariates A D’Amour, P Ding, A Feller, L Lei, J Sekhon Journal of Econometrics 221 (2), 644-654, 2021 | 241 | 2021 |
| Distribution-free, risk-controlling prediction sets S Bates, A Angelopoulos, L Lei, J Malik, M Jordan Journal of the ACM (JACM) 68 (6), 1-34, 2021 | 200 | 2021 |
| Conformal inference of counterfactuals and individual treatment effects L Lei, EJ Candès Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2021 | 190 | 2021 |
| AdaPT: an interactive procedure for multiple testing with side information L Lei, W Fithian Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2018 | 172 | 2018 |
| Testing for outliers with conformal p-values S Bates, E Candès, L Lei, Y Romano, M Sesia The Annals of Statistics 51 (1), 149-178, 2023 | 127 | 2023 |
| Learn then test: Calibrating predictive algorithms to achieve risk control AN Angelopoulos, S Bates, EJ Candès, MI Jordan, L Lei arXiv preprint arXiv:2110.01052, 2021 | 119 | 2021 |
| Less than a single pass: Stochastically controlled stochastic gradient L Lei, M Jordan Artificial Intelligence and Statistics, 148-156, 2017 | 116 | 2017 |
| Conformal risk control AN Angelopoulos, S Bates, A Fisch, L Lei, T Schuster arXiv preprint arXiv:2208.02814, 2022 | 106 | 2022 |
| Hierarchical community detection by recursive partitioning T Li, L Lei, S Bhattacharyya, P Sarkar, PJ Bickel, E Levina arXiv preprint arXiv:1810.01509, 2019 | 84 | 2019 |
| Conformalized survival analysis E Candès, L Lei, Z Ren Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2023 | 74 | 2023 |
| A general interactive framework for false discovery rate control under structural constraints L Lei, A Ramdas, W Fithian Biometrika 108 (2), 253-267, 2021 | 67 | 2021 |
| Conditional calibration for false discovery rate control under dependence W Fithian, L Lei The Annals of Statistics 50 (6), 3091-3118, 2022 | 60 | 2022 |
| Regression adjustment in completely randomized experiments with a diverging number of covariates L Lei, P Ding Biometrika 108 (4), 815-828, 2021 | 56 | 2021 |
| Unified Eigenspace Perturbation Theory for Symmetric Random Matrices L Lei arXiv preprint arXiv:1909.04798, 2019 | 55 | 2019 |
| Asymptotics for high dimensional regression M-estimates: fixed design results L Lei, PJ Bickel, N El Karoui Probability Theory and Related Fields 172, 983-1079, 2018 | 48 | 2018 |
| Power of ordered hypothesis testing L Lei, W Fithian International conference on machine learning, 2924-2932, 2016 | 43 | 2016 |
| Double-robust two-way-fixed-effects regression for panel data D Arkhangelsky, GW Imbens, L Lei, X Luo arXiv preprint arXiv:2107.13737 12, 2021 | 31 | 2021 |
| Adaptivity of stochastic gradient methods for nonconvex optimization S Horváth, L Lei, P Richtárik, MI Jordan SIAM Journal on Mathematics of Data Science 4 (2), 634-648, 2022 | 30 | 2022 |
| Variance reduction with sparse gradients M Elibol, L Lei, MI Jordan arXiv preprint arXiv:2001.09623, 2020 | 28 | 2020 |
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
