LIHUA LEI
Title
Cited by
Cited by
Year
Non-convex finite-sum optimization via scsg methods
L Lei, C Ju, J Chen, MI Jordan
arXiv preprint arXiv:1706.09156, 2017
1982017
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
932018
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
812021
Less than a single pass: Stochastically controlled stochastic gradient method
L Lei, MI Jordan
arXiv preprint arXiv:1609.03261, 2016
81*2016
A general interactive framework for false discovery rate control under structural constraints
L Lei, A Ramdas, W Fithian
Biometrika 108 (2), 253-267, 2021
472021
Asymptotics for high dimensional regression M-estimates: fixed design results
L Lei, PJ Bickel, N El Karoui
Probability Theory and Related Fields 172 (3), 983-1079, 2018
302018
Power of ordered hypothesis testing
L Lei, W Fithian
International conference on machine learning, 2924-2932, 2016
302016
Hierarchical community detection by recursive partitioning
T Li, L Lei, S Bhattacharyya, P Sarkar, PJ Bickel, E Levina
arXiv preprint arXiv:1810.01509, 2019
242019
Functional coefficient moving average model with applications to forecasting Chinese CPI
SX Chen, L Lei, Y Tu
Statistica Sinica, 1649-1672, 2016
172016
Conformal inference of counterfactuals and individual treatment effects
L Lei, EJ Candès
arXiv preprint arXiv:2006.06138, 2020
162020
Regression adjustment in completely randomized experiments with a diverging number of covariates
L Lei, P Ding
arXiv preprint arXiv:1806.07585, 2018
152018
On the adaptivity of stochastic gradient-based optimization
L Lei, MI Jordan
SIAM Journal on Optimization 30 (2), 1473-1500, 2020
112020
Distribution-free, risk-controlling prediction sets
S Bates, A Angelopoulos, L Lei, J Malik, MI Jordan
arXiv preprint arXiv:2101.02703, 2021
92021
Variance reduction with sparse gradients
M Elibol, L Lei, MI Jordan
arXiv preprint arXiv:2001.09623, 2020
82020
Conditional calibration for false discovery rate control under dependence
W Fithian, L Lei
arXiv preprint arXiv:2007.10438, 2020
72020
Consistency of spectral clustering on hierarchical stochastic block models
L Lei, X Li, X Lou
arXiv preprint arXiv:2004.14531, 2020
72020
Adaptivity of stochastic gradient methods for nonconvex optimization
S Horváth, L Lei, P Richtárik, MI Jordan
arXiv preprint arXiv:2002.05359, 2020
62020
An assumption-free exact test for fixed-design linear models with exchangeable errors
L Lei, PJ Bickel
Biometrika 108 (2), 397-412, 2021
32021
Testing for Outliers with Conformal p-values
S Bates, E Candès, L Lei, Y Romano, M Sesia
arXiv preprint arXiv:2104.08279, 2021
32021
Unified Eigenspace Perturbation Theory for Symmetric Random Matrices
L Lei
arXiv preprint arXiv:1909.04798, 2019
32019
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Articles 1–20