Lihua Lei
- Distribution-free, Risk-controlling Prediction Sets
2021/09/30 by Stephen Bates, Anastasios N. Angelopoulos, Anastasios Angelopoulos +4 · 33 citations
Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Adversarial Robustness in Machine Learning
- Conformal Risk Control
2022/08/04 by Anastasios N. Angelopoulos, Angelopoulos, Anastasios N., Stephen Bates +7 · 30 citations
Mathematics · #Statistical Methods in Clinical Trials #Advanced Causal Inference Techniques #Statistical Methods and Inference
- Conformal Inference of Counterfactuals and Individual Treatment Effects
2020/06/11 by Lihua Lei, Emmanuel J. Candès, Lei, Lihua +1 · 19 citations
Mathematics · Economics, Econometrics and Finance · #Advanced Causal Inference Techniques #Statistical Methods and Inference #Health Systems, Economic Evaluations, Quality of Life
- Overlap in Observational Studies with High-Dimensional Covariates
2017/11/07 by Alexander D’Amour, D'Amour, Alexander, Peng Ding +7 · 13 citations
Mathematics · #Advanced Causal Inference Techniques #FOS: Mathematics #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
- Predictions as Surrogates: Revisiting Surrogate Outcomes in the Age of AI
2025/01/16 by Wenlong Ji, Lihua Lei, Ji, Wenlong +3 · 1 voice · 18 citations
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Health Systems, Economic Evaluations, Quality of Life #cs.LG #stat.ML
- Conformalized Survival Analysis
2021/03/17 by Emmanuel J. Candès, Lihua Lei, Candès, Emmanuel J. +3 · 6 citations
Mathematics · #Statistical Methods and Inference #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference
- Hierarchical Community Detection by Recursive Partitioning
2018/10/02 by Tianxi Li, Li, Tianxi, Lihua Lei +11 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
- Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series
2024/02/07 by Zitong Yang, Yang, Zitong, Emmanuel J. Candès +3 · 3 citations
Computer Science · #Neural Networks and Applications
- Improving knockoffs with conditional calibration
2022/08/19 by Yixiang Luo, William Fithian, Luo, Yixiang +3 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms #Machine Learning and Data Classification
- Power of Ordered Hypothesis Testing
2016/06/06 by Lihua Lei, Lei, Lihua, William Fithian +1 · 2 citations
Mathematics · Biochemistry, Genetics and Molecular Biology · #Statistical Methods in Clinical Trials #Statistical Methods and Inference #Biomedical Text Mining and Ontologies
- Model-Agnostic Covariate-Assisted Inference on Partially Identified Causal Effects
2023/10/12 by Wenlong Ji, Lihua Lei, Ji, Wenlong +3 · 1 citation
Computer Science · Mathematics · #62G05 (Secondary) #62G15 (Primary) #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Econometrics (econ.EM) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #G.3 #I.2.m #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistics Theory (math.ST)
- Unified ℓ2→∞ Eigenspace Perturbation Theory for Symmetric Random Matrices
2019/09/11 by Lihua Lei, Lei, Lihua · 1 citation
Mathematics · Computer Science · #Random Matrices and Applications #Markov Chains and Monte Carlo Methods #Topological and Geometric Data Analysis
- Conformal Tail Risk Control for Large Language Model Alignment
2025/02/27 by Chen, Catherine Yu-Chi, Zhun Deng, Shen, Jingyan +3 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Hate Speech and Cyberbullying Detection
- How Much Can Gaussian Dependence Inflate the Benjamini-Hochberg Procedure's FDR?
2026/07/16 by Lihua Lei
#math.ST #stat.TH