LIHUA LEI
Title
Cited by
Cited by
Year
Non-convex finite-sum optimization via scsg methods
L Lei, C Ju, J Chen, MI Jordan
Advances in Neural Information Processing Systems, 2348-2358, 2017
1372017
Less than a single pass: Stochastically controlled stochastic gradient method
L Lei, MI Jordan
arXiv preprint arXiv:1609.03261, 2016
63*2016
Adapt: an interactive procedure for multiple testing with side information
L Lei, W Fithian
arXiv preprint arXiv:1609.06035, 2016
582016
Overlap in observational studies with high-dimensional covariates
A D’Amour, P Ding, A Feller, L Lei, J Sekhon
Journal of Econometrics, 2020
532020
A general interactive framework for false discovery rate control under structural constraints
L Lei, A Ramdas, W Fithian
Biometrika, 2020
26*2020
Power of ordered hypothesis testing
L Lei, W Fithian
International Conference on Machine Learning, 2924-2932, 2016
222016
Asymptotics for high dimensional regression M-estimates: fixed design results
L Lei, PJ Bickel, N El Karoui
Probability Theory and Related Fields 172 (3-4), 983-1079, 2018
202018
Functional coefficient moving average model with applications to forecasting Chinese CPI
SX Chen, L Lei, Y Tu
Statistica Sinica, 1649-1672, 2016
132016
Hierarchical community detection by recursive partitioning
T Li, L Lei, S Bhattacharyya, P Sarkar, PJ Bickel, E Levina
arXiv preprint arXiv:1810.01509, 2019
122019
Regression adjustment in completely randomized experiments with a diverging number of covariates
L Lei, P Ding
arXiv preprint arXiv:1806.07585, 2018
9*2018
On the adaptivity of stochastic gradient-based optimization
L Lei, MI Jordan
SIAM Journal on Optimization 30 (2), 1473-1500, 2020
42020
Consistency of Spectral Clustering on Hierarchical Stochastic Block Models
L Lei, X Li, X Lou
arXiv preprint arXiv:2004.14531, 2020
32020
An assumption-free exact test for fixed-design linear models with exchangeable errors
L Lei, PJ Bickel
arXiv preprint arXiv:1907.06133, 2019
22019
HONES: a fast and tuning-free homotopy method for online Newton step
Y Ye, L Lei, C Ju
International Conference on Artificial Intelligence and Statistics, 2008-2017, 2018
22018
Conformal Inference of Counterfactuals and Individual Treatment Effects
L Lei, EJ Candès
arXiv preprint arXiv:2006.06138, 2020
12020
Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization
S Horváth, L Lei, P Richtárik, MI Jordan
arXiv preprint arXiv:2002.05359, 2020
12020
Variance reduction with sparse gradients
M Elibol, L Lei, MI Jordan
arXiv preprint arXiv:2001.09623, 2020
12020
Unified Eigenspace Perturbation Theory for Symmetric Random Matrices
L Lei
arXiv preprint arXiv:1909.04798, 2019
12019
Conditional calibration for false discovery rate control under dependence
W Fithian, L Lei
arXiv preprint arXiv:2007.10438, 2020
2020
Smoothed Nested Testing on Directed Acyclic Graphs
W Tansey, JH Loper, L Lei, W Fithian
arXiv preprint arXiv:1911.09200, 2019
2019
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