Lei, Lihua

Conformal Inference of Counterfactuals and Individual Treatment Effects

Lei, L., & Candès, E. J. (2021) · Journal of the Royal Statistical Society Series B: Statistical Methodology

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 166

Distribution-free, Risk-controlling Prediction Sets

Bates, S., Angelopoulos, A., Lei, L., Malik, J., & Jordan, M. (2021) · Journal of the ACM

Adversarial Robustness in Machine LearningMachine Learning and Algorithms

Cited by 144

Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control

Angelopoulos, A. N., Bates, S., Candès, E. J., Jordan, M. I., & Lei, L. (2021) · arXiv

Machine Learning and AlgorithmsMachine Learning and Data Classification

Cited by 100

Conformal Risk Control

Angelopoulos, A. N., Bates, S., Fisch, A., Lei, L., & Schuster, T. (2022) · arXiv

Machine Learning and AlgorithmsMachine Learning and Data Classification

Cited by 37

When Should Humans Step In? Optimal Human Dispatching in AI-Assisted Decisions

Tan, L., Sagan, N., Lei, L., & Blanchet, J. (2026) · arXiv

Ethics and Social Impacts of AIMachine Learning and Algorithms

Cited by 0