Lihua Lei

36 papers A* 6A 2Journal 23Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
When Should Humans Step In? Optimal Human Dispatching in AI-Assisted Decisions.
CoRR
Lezhi Tan, Naomi Sagan, Lihua Lei, Jose H. Blanchet
2025 A* conf
Conformal Tail Risk Control for Large Language Model Alignment.
ICML
Catherine Yu-Chi Chen, Jingyan Shen, Zhun Deng, Lihua Lei
2025 J jnl
Conformal Tail Risk Control for Large Language Model Alignment.
CoRR
Catherine Yu-Chi Chen, Jingyan Shen, Zhun Deng, Lihua Lei
2025 J jnl
Multi-Armed Bandits With Machine Learning-Generated Surrogate Rewards.
CoRR
Wenlong Ji, Yihan Pan, Ruihao Zhu, Lihua Lei
2025 J jnl
Predictions as Surrogates: Revisiting Surrogate Outcomes in the Age of AI.
CoRR
Wenlong Ji, Lihua Lei, Tijana Zrnic
2025 J jnl
Statistical Inference under Performativity.
CoRR
Xiang Li, Yunai Li, Huiying Zhong, Lihua Lei, Zhun Deng
2025 A* conf
The Transfer Performance of Economic Models.
EC
Isaiah Andrews, Drew Fudenberg, Lihua Lei, Annie Liang, Chaofeng Wu
2024 J jnl
Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series.
CoRR
Zitong Yang, Emmanuel J. Candès, Lihua Lei
2024 A* conf
Conformal Risk Control.
ICLR
Anastasios Nikolas Angelopoulos, Stephen Bates, Adam Fisch, Lihua Lei, Tal Schuster
2024 A* conf
Total Variation Floodgate for Variable Importance Inference in Classification.
ICML
Wenshuo Wang, Lucas Janson, Lihua Lei, Aaditya Ramdas
2022 J jnl
Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization.
SIAM J. Math. Data Sci.
Samuel Horváth, Lihua Lei, Peter Richtárik, Michael I. Jordan
2022 J jnl
Conformal Risk Control.
CoRR
Anastasios N. Angelopoulos, Stephen Bates, Adam Fisch, Lihua Lei, Tal Schuster
2022 J jnl
Design and Implementation of a Subnanometer Heterodyne Interference Signal Processing Algorithm with a Dynamic Filter.
Sensors
Qilin Zeng, Zhengyi Zhao, Xianming Xiong, Hao Du, Wentao Zhang, Zhicheng Zhang, Peng Wang, Lihua Lei
2022 J jnl
Learning from a Biased Sample.
CoRR
Roshni Sahoo, Lihua Lei, Stefan Wager
2021 J jnl
A Characterization Method of Thin Film Parameters Based on Adaptive Differential Evolution Algorithm.
IEEE Access
Lihua Lei, Yuqing Guan, Yanhua Zeng, Lin Zhao, Zhangning Xie, Zhiguo Han, Chengming Cao, Yunxia Fu
2021 J jnl
Distribution-Free, Risk-Controlling Prediction Sets.
CoRR
Stephen Bates, Anastasios Angelopoulos, Lihua Lei, Jitendra Malik, Michael I. Jordan
2021 J jnl
Distribution-free, Risk-controlling Prediction Sets.
J. ACM
Stephen Bates, Anastasios Angelopoulos, Lihua Lei, Jitendra Malik, Michael I. Jordan
2021 J jnl
Improved Particle Swarm Optimization Algorithm Based on a Three-Dimensional Convex Hull for Fitting a Screw Thread Central Axis.
IEEE Access
Lihua Lei, Zhangning Xie, Huichen Zhu, Yuqing Guan, Ming Kong, Bo Zhang, Yunxia Fu
2021 J jnl
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control.
CoRR
Anastasios N. Angelopoulos, Stephen Bates, Emmanuel J. Candès, Michael I. Jordan, Lihua Lei
2020 J jnl
Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization.
CoRR
Samuel Horváth, Lihua Lei, Peter Richtárik, Michael I. Jordan
2020 — conf
Nonlinear Function Optimization Based on Adaptive Genetic Algorithm.
CSAE
Lihua Lei, Naijin Liu, Ju Zhou
2020 J jnl
On the Adaptivity of Stochastic Gradient-Based Optimization.
SIAM J. Optim.
Lihua Lei, Michael I. Jordan
2020 — conf
Research on Optimization Performance of Nonlinear Function Based on Multigroup Genetic Algorithm.
ICCT
Lihua Lei, Naijin Liu
2020 A* conf
Variance Reduction With Sparse Gradients.
ICLR
Melih Elibol, Lihua Lei, Michael I. Jordan
2020 J jnl
Variance Reduction with Sparse Gradients.
CoRR
Melih Elibol, Lihua Lei, Michael I. Jordan
2019 J jnl
A Charge Controller for Synchronous Linear Operation of Multiple Piezoelectric Actuators.
IEEE Access
Tao Jin, Yang Peng, Zhiming Xing, Lihua Lei
2019 J jnl
On the Adaptivity of Stochastic Gradient-Based Optimization.
CoRR
Lihua Lei, Michael I. Jordan
2019 — conf
Research on Rough and Detailed Combination Spectrum Analysis of Electromagnetic Signals Based on Complex Modulation ZoomFFT.
ICCT
Ju Zhou, Lihua Lei, Naijin Liu
2018 A conf
HONES: A Fast and Tuning-free Homotopy Method For Online Newton Step.
AISTATS
Yuting Ye, Lihua Lei, Cheng Ju
2017 A conf
Less than a Single Pass: Stochastically Controlled Stochastic Gradient.
AISTATS
Lihua Lei, Michael I. Jordan
2017 — conf
Non-convex Finite-Sum Optimization Via SCSG Methods.
NIPS
Lihua Lei, Cheng Ju, Jianbo Chen, Michael I. Jordan
2017 J jnl
Nonconvex Finite-Sum Optimization Via SCSG Methods.
CoRR
Lihua Lei, Cheng Ju, Jianbo Chen, Michael I. Jordan
2016 J jnl
Less than a Single Pass: Stochastically Controlled Stochastic Gradient Method.
CoRR
Lihua Lei, Michael I. Jordan
2016 A* conf
Power of Ordered Hypothesis Testing.
ICML
Lihua Lei, William Fithian
2014 J jnl
A Three-Dimensional Microdisplacement Sensing System Based on MEMS Bulk-Silicon Technology.
Sensors
Junjie Wu, Lihua Lei, Xin Chen, Xiaoyu Cai, Yuan Li, Tao Han
2009 — conf
Research on Image Segmentation Based on Fuzzy Theory.
CSIE (4)
Yaju Liu, Baoliang Zhang, Li Zhang, Dongming Li, Zhenjiang Cai, Lihua Lei