LIHUA LEI

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Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerifisert e-postadresse på cs.berkeley.edu
Emmanuel CandesThe Simons Chair in Mathematics and Statistics, Stanford UniversityVerifisert e-postadresse på stanford.edu
Will FithianAssistant Professor in Statistics, University of California BerkeleyVerifisert e-postadresse på berkeley.edu
Peng DingUniversity of California, BerkeleyVerifisert e-postadresse på berkeley.edu
Cheng JuUniversity of California, BerkeleyVerifisert e-postadresse på berkeley.edu
peter bickelProfessor of Statistics, UC BerkeleyVerifisert e-postadresse på stat.berkeley.edu
Jasjeet SekhonEugene Meyer Professor of Data Science, Political Science, and Statistics, Yale UniversityVerifisert e-postadresse på yale.edu
Avi FellerUC BerkeleyVerifisert e-postadresse på berkeley.edu
Alexander D'AmourResearch Scientist, Google DeepMindVerifisert e-postadresse på google.com
guido imbensStanford UniversityVerifisert e-postadresse på stanford.edu
Jianbo ChenUC BerkeleyVerifisert e-postadresse på berkeley.edu
Aaditya RamdasAssociate Professor (with tenure), Carnegie Mellon UniversityVerifisert e-postadresse på stat.cmu.edu

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LIHUA LEI

Stanford University

Verifisert e-postadresse på stanford.edu - Startside

high dimensional statistical inference causal inference multiple hypothesis testing optimization


Tittel Sorter etter sitater Sorter etter år Sorter etter tittel	Sitert av Sitert av	År
Non-convex finite-sum optimization via scsg methods L Lei, C Ju, J Chen, MI Jordan Advances in neural information processing systems 30, 2017	298	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	264	2021
Conformal inference of counterfactuals and individual treatment effects L Lei, EJ Candès Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2021	225	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	217	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	181	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	159	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	137	2021
Conformal risk control AN Angelopoulos, S Bates, A Fisch, L Lei, T Schuster arXiv preprint arXiv:2208.02814, 2022	134	2022
Less than a single pass: Stochastically controlled stochastic gradient L Lei, M Jordan Artificial Intelligence and Statistics, 148-156, 2017	121	2017
Hierarchical community detection by recursive partitioning T Li, L Lei, S Bhattacharyya, P Sarkar, PJ Bickel, E Levina arXiv preprint arXiv:1810.01509, 2019	92	2019
Conformalized survival analysis E Candès, L Lei, Z Ren Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2023	86	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	68	2021
Conditional calibration for false discovery rate control under dependence W Fithian, L Lei The Annals of Statistics 50 (6), 3091-3118, 2022	67	2022
Regression adjustment in completely randomized experiments with a diverging number of covariates L Lei, P Ding Biometrika 108 (4), 815-828, 2021	62	2021
Unified Eigenspace Perturbation Theory for Symmetric Random Matrices L Lei arXiv preprint arXiv:1909.04798, 2019	61	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	49	2018
Power of ordered hypothesis testing L Lei, W Fithian International conference on machine learning, 2924-2932, 2016	44	2016
Adaptive novelty detection with false discovery rate guarantee A Marandon, L Lei, D Mary, E Roquain The Annals of Statistics 52 (1), 157-183, 2024	39*	2024
Double-robust two-way-fixed-effects regression for panel data D Arkhangelsky, GW Imbens, L Lei, X Luo arXiv preprint arXiv:2107.13737 2, 12, 2021	35	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	34	2022

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