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LIHUA LEI
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Non-convex finite-sum optimization via scsg methods
L Lei, C Ju, J Chen, MI Jordan
Advances in Neural Information Processing Systems 30, 2017
2632017
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
2072021
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
1612018
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
1502021
Conformal inference of counterfactuals and individual treatment effects
L Lei, EJ Candès
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2021
1162021
Less than a single pass: Stochastically controlled stochastic gradient
L Lei, M Jordan
Artificial Intelligence and Statistics, 148-156, 2017
1082017
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
902023
A general interactive framework for false discovery rate control under structural constraints
L Lei, A Ramdas, W Fithian
Biometrika 108 (2), 253-267, 2021
672021
Hierarchical community detection by recursive partitioning
T Li, L Lei, S Bhattacharyya, P Sarkar, PJ Bickel, E Levina
arXiv preprint arXiv:1810.01509, 2019
652019
Conformal risk control
AN Angelopoulos, S Bates, A Fisch, L Lei, T Schuster
arXiv preprint arXiv:2208.02814, 2022
592022
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
582021
Unified Eigenspace Perturbation Theory for Symmetric Random Matrices
L Lei
arXiv preprint arXiv:1909.04798, 2019
512019
Conditional calibration for false discovery rate control under dependence
W Fithian, L Lei
The Annals of Statistics 50 (6), 3091-3118, 2022
492022
Regression adjustment in completely randomized experiments with a diverging number of covariates
L Lei, P Ding
Biometrika 108 (4), 815-828, 2021
442021
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
432018
Power of ordered hypothesis testing
L Lei, W Fithian
International conference on machine learning, 2924-2932, 2016
432016
Conformalized survival analysis
E Candès, L Lei, Z Ren
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2023
422023
Double-robust two-way-fixed-effects regression for panel data
D Arkhangelsky, GW Imbens, L Lei, X Luo
arXiv preprint arXiv:2107.13737, 2021
252021
On the adaptivity of stochastic gradient-based optimization
L Lei, MI Jordan
SIAM Journal on Optimization 30 (2), 1473-1500, 2020
242020
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
232022
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