Li-Hua Lei

Most-cited papers

Conformal Risk Control
Anastasios Nikolas Angelopoulos, Stephen Bates, Adam Fisch, Li-Hua Lei +1 more
2022International Conference on Learning Representations433 citations Open access
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Distribution-Free, Risk-Controlling Prediction Sets
Stephen Bates, Anastasios Nikolas Angelopoulos, Li-Hua Lei, J. Malik +1 more
2021Journal of the ACM422 citations Open access
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Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control
Anastasios Nikolas Angelopoulos, Stephen Bates, E. Candès, Michael I. Jordan +1 more
2021Annals of Applied Statistics355 citations Open access
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Conformal inference of counterfactuals and individual treatment effects
Li-Hua Lei, E. Candès
2020Journal of The Royal Statistical Society Series B-statistical Methodology291 citations Open access
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Non-convex Finite-Sum Optimization Via SCSG Methods
Li-Hua Lei, Cheng Ju, Jianbo Chen, Michael I. Jordan
2017Neural Information Processing Systems259 citations
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Testing for outliers with conformal p-values
Stephen Bates, E. Candès, Li-Hua Lei, Yaniv Romano +1 more
2021Annals of Statistics254 citations Open access
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Overlap in observational studies with high-dimensional covariates
A. D'Amour, Peng Ding, A. Feller, Li-Hua Lei +1 more
2017Journal of Econometrics248 citations Open access
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AdaPT: an interactive procedure for multiple testing with side information
Li-Hua Lei, W. Fithian
2016Journal of The Royal Statistical Society Series B-statistical Methodology168 citations Open access
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Conformalized Survival Analysis.
E. Candès, Li-Hua Lei, Zhi-Mei Ren
2021Journal of The Royal Statistical Society Series B-statistical Methodology123 citations Open access
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Less than a Single Pass: Stochastically Controlled Stochastic Gradient
Li-Hua Lei, Michael I. Jordan
2016International Conference on Artificial Intelligence and Statistics104 citations
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Hierarchical Community Detection by Recursive Partitioning
Tianxi Li, Li-Hua Lei, Sharmodeep Bhattacharyya, K. Van den Berge +3 more
2018Journal of the American Statistical Association93 citations Open access
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Conditional calibration for false discovery rate control under dependence
W. Fithian, Li-Hua Lei
2020Annals of Statistics58 citations Open access
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A general interactive framework for false discovery rate control under structural constraints
Li-Hua Lei, Aaditya Ramdas, W. Fithian
201749 citations Open access
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Asymptotics for high dimensional regression M-estimates: fixed design results
Li-Hua Lei, P. Bickel, Noureddine El Karoui
201648 citations Open access
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Regression adjustment in randomized experiments with a diverging number of covariates
Li-Hua Lei, Peng Ding
201844 citations
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Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization
Samuel Horváth, Li-Hua Lei, Peter Richtárik, Michael I. Jordan
2020SIAM Journal on Mathematics of Data Science36 citations Open access
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Power of Ordered Hypothesis Testing
Li-Hua Lei, W. Fithian
2016International Conference on Machine Learning36 citations
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Adaptive novelty detection with false discovery rate guarantee
Ariane Marandon, Li-Hua Lei, D. Mary, Étienne Roquain
2022Annals of Statistics32 citations Open access
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On the Adaptivity of Stochastic Gradient-Based Optimization
Li-Hua Lei, Michael I. Jordan
2019SIAM Journal on Optimization28 citations Open access
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Variance Reduction with Sparse Gradients
Melih Elibol, Li-Hua Lei, Michael I. Jordan
2020International Conference on Learning Representations26 citations
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Learning from a Biased Sample
Roshni Sahoo, Li-Hua Lei, Stefan Wager
2022arXiv.org24 citations Open access
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An assumption-free exact test for fixed-design linear models with exchangeable errors
Li-Hua Lei, P. Bickel
2019Biometrika24 citations Open access
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Functional Coefficient Moving Average Model with Applications to forecasting Chinese CPI
Song-Xi Chen, Li-Hua Lei, Yundong Tu
201622 citations
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The Transfer Performance of Economic Models
Isaiah Andrews, D. Fudenberg, Li-Hua Lei, Annie Liang +1 more
2022ACM Conference on Economics and Computation20 citations Open access
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Policy Learning under Biased Sample Selection
Li-Hua Lei, Roshni Sahoo, Stefan Wager
202319 citations
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Consistency of Spectral Clustering on Hierarchical Stochastic Block Models
Li-Hua Lei, Xiaodong Li, Xingmei Lou
202019 citations
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Unified $\ell_{2\rightarrow\infty}$ Eigenspace Perturbation Theory for Symmetric Random Matrices
Li-Hua Lei
201911 citations
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Improving knockoffs with conditional calibration
Yi-Xiang Luo, W. Fithian, Li-Hua Lei
2022Annals of Statistics8 citations Open access
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An evolving network model with modular growth
Zhiyun Zou, Peng Liu, Li-Hua Lei, Jianzhi Gao
2011arXiv.org8 citations Open access
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BONuS: Multiple multivariate testing with a data-adaptivetest statistic
Chiao-Yu Yang, Li-Hua Lei, Nhat Ho, W. Fithian
20217 citations
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Smoothed Nested Testing on Directed Acyclic Graphs
Wesley Tansey, Jackson Loper, Li-Hua Lei, W. Fithian
2019Biometrika5 citations Open access
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HONES: A Fast and Tuning-free Homotopy Method For Online Newton Step
Yu-Ting Ye, Li-Hua Lei, Cheng Ju
2016International Conference on Artificial Intelligence and Statistics5 citations
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How Much Can Gaussian Dependence Inflate the Benjamini-Hochberg Procedure's FDR?
Li-Hua Lei
20261 citations
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Asymptotics for high dimensional regression M-estimates: fixed design results
Li-Hua Lei, P. Bickel, Noureddine El Karoui
2018Probability theory and related fields1 citations Open access
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Power of Ordered Hypotheses Testing (supplementary Material) Appendix A: Proof of Theorem 1
Li-Hua Lei
20161 citations
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Appendix to “Hierarchical community detection by recursive partitioning”
Tianxi Li, Li-Hua Lei, Purnamrita Sarkar
20200 citations
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Modern Statistical Inference for Classical Statistical Problems
Li-Hua Lei
20190 citations
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OVERLAP IN HIGH DIMENSIONAL OBSERVATIONAL STUDIES WORKING DRAFT ; REVISED : 10 / 24 / 2017
A. D'Amour, Peng Ding, A. Feller, Li-Hua Lei +1 more
20170 citations
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HOP: An Efficient Homotopy Method for Online Anisotropic Projection
Yu-Ting Ye, Li-Hua Lei, Cheng Ju
20160 citations
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