Lei, Lihua

9 publications

ICML 2025 Conformal Tail Risk Control for Large Language Model Alignment Catherine Chen, Jingyan Shen, Zhun Deng, Lihua Lei

NeurIPS 2025 Statistical Inference Under Performativity Xiang Li, Yunai Li, Huiying Zhong, Lihua Lei, Zhun Deng

ICLR 2024 Conformal Risk Control Anastasios Nikolas Angelopoulos, Stephen Bates, Adam Fisch, Lihua Lei, Tal Schuster

ICML 2024 Total Variation Floodgate for Variable Importance Inference in Classification Wenshuo Wang, Lucas Janson, Lihua Lei, Aaditya Ramdas

ICLR 2020 Variance Reduction with Sparse Gradients Melih Elibol, Lihua Lei, Michael I. Jordan

AISTATS 2018 HONES: A Fast and Tuning-Free Homotopy Method for Online Newton Step Yuting Ye, Lihua Lei, Cheng Ju

AISTATS 2017 Less than a Single Pass: Stochastically Controlled Stochastic Gradient Lihua Lei, Michael I. Jordan

NeurIPS 2017 Non-Convex Finite-Sum Optimization via SCSG Methods Lihua Lei, Cheng Ju, Jianbo Chen, Michael I Jordan

ICML 2016 Power of Ordered Hypothesis Testing Lihua Lei, William Fithian