Concepedia

Lihua Lei

LL

33

Publications

1.2K

Citations

20

H-Index

1997

Active since

Affiliations

University of California, Berkeley(Current)

Stanford University

Sequoia (United States)

University of Michigan

Berkeley College

Lihua Lei is an author at University of California, Berkeley specializing in engineering, statistical inference, and statistics.

Top concepts

EngineeringStatisticsStatistical InferenceData ScienceComputer ScienceMedicineMachine LearningBiostatisticsDeep LearningPublic Health

Publications per year

1997–2024

33

Publications

33

AdaPT: An Interactive Procedure for Multiple Testing with Side Information

Lihua Lei, William Fithian · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2018 · 152 citations

Engineering, Verification, Test Data Generation +26

Non-convex Finite-Sum Optimization Via SCSG Methods

Lihua Lei, Cheng Ju, Jianbo Chen et al. · arXiv (Cornell University) · 2017 · 111 citations · Full text

Mathematical Programming, Numerical Analysis, Engineering +16

Overlap in observational studies with high-dimensional covariates

Alexander D’Amour, Peng Ding, Avi Feller et al. · Journal of Econometrics · 2020 · 109 citations · Full text

Covariate Overlap, Treatment Effect, Causal Inference +17

Conformal Inference of Counterfactuals and Individual Treatment Effects

Lihua Lei, Emmanuel J. Candès · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2021 · 81 citations

Engineering, Treatment Effect, Quasi-experiment +16

Hierarchical Community Detection by Recursive Partitioning

Tianxi Li, Lihua Lei, Sharmodeep Bhattacharyya et al. · Journal of the American Statistical Association · 2020 · 79 citations

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