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Lihua Lei
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2020 – today
- 2024
- [c11]Anastasios Nikolas Angelopoulos, Stephen Bates, Adam Fisch, Lihua Lei, Tal Schuster:
Conformal Risk Control. ICLR 2024 - [c10]Wenshuo Wang, Lucas Janson, Lihua Lei, Aaditya Ramdas:
Total Variation Floodgate for Variable Importance Inference in Classification. ICML 2024 - [i10]Zitong Yang, Emmanuel J. Candès, Lihua Lei:
Bellman Conformal Inference: Calibrating Prediction Intervals For Time Series. CoRR abs/2402.05203 (2024) - 2022
- [j8]Qilin Zeng, Zhengyi Zhao
, Xianming Xiong, Hao Du, Wentao Zhang, Zhicheng Zhang, Peng Wang, Lihua Lei:
Design and Implementation of a Subnanometer Heterodyne Interference Signal Processing Algorithm with a Dynamic Filter. Sensors 22(14): 5422 (2022) - [j7]Samuel Horváth, Lihua Lei, Peter Richtárik
Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization. SIAM J. Math. Data Sci. 4(2): 634-648 (2022) - [i9]Anastasios N. Angelopoulos
Conformal Risk Control. CoRR abs/2208.02814 (2022) - [i8]Roshni Sahoo, Lihua Lei, Stefan Wager:
Learning from a Biased Sample. CoRR abs/2209.01754 (2022) - 2021
- [j6]Lihua Lei
Improved Particle Swarm Optimization Algorithm Based on a Three-Dimensional Convex Hull for Fitting a Screw Thread Central Axis. IEEE Access 9: 4902-4910 (2021) - [j5]Lihua Lei
A Characterization Method of Thin Film Parameters Based on Adaptive Differential Evolution Algorithm. IEEE Access 9: 90231-90243 (2021) - [j4]Stephen Bates, Anastasios Angelopoulos
Distribution-free, Risk-controlling Prediction Sets. J. ACM 68(6): 43:1-43:34 (2021) - [i7]Stephen Bates, Anastasios Angelopoulos, Lihua Lei, Jitendra Malik, Michael I. Jordan:
Distribution-Free, Risk-Controlling Prediction Sets. CoRR abs/2101.02703 (2021) - [i6]Anastasios N. Angelopoulos, Stephen Bates, Emmanuel J. Candès, Michael I. Jordan, Lihua Lei:
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control. CoRR abs/2110.01052 (2021) - 2020
- [j3]Lihua Lei
On the Adaptivity of Stochastic Gradient-Based Optimization. SIAM J. Optim. 30(2): 1473-1500 (2020) - [c9]Lihua Lei, Naijin Liu, Ju Zhou:
Nonlinear Function Optimization Based on Adaptive Genetic Algorithm. CSAE 2020: 3:1-3:8 - [c8]Lihua Lei, Naijin Liu:
Research on Optimization Performance of Nonlinear Function Based on Multigroup Genetic Algorithm. ICCT 2020: 1498-1502 - [c7]Melih Elibol, Lihua Lei, Michael I. Jordan:
Variance Reduction With Sparse Gradients. ICLR 2020 - [i5]Melih Elibol, Lihua Lei, Michael I. Jordan:
Variance Reduction with Sparse Gradients. CoRR abs/2001.09623 (2020) - [i4]Samuel Horváth, Lihua Lei, Peter Richtárik
Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization. CoRR abs/2002.05359 (2020)
2010 – 2019
- 2019
- [j2]Tao Jin, Yang Peng
A Charge Controller for Synchronous Linear Operation of Multiple Piezoelectric Actuators. IEEE Access 7: 90741-90749 (2019) - [c6]Ju Zhou, Lihua Lei, Naijin Liu:
Research on Rough and Detailed Combination Spectrum Analysis of Electromagnetic Signals Based on Complex Modulation ZoomFFT. ICCT 2019: 786-789 - [i3]Lihua Lei, Michael I. Jordan:
On the Adaptivity of Stochastic Gradient-Based Optimization. CoRR abs/1904.04480 (2019) - 2018
- [c5]Yuting Ye, Lihua Lei, Cheng Ju:
HONES: A Fast and Tuning-free Homotopy Method For Online Newton Step. AISTATS 2018: 2008-2017 - 2017
- [c4]Lihua Lei, Michael I. Jordan:
Less than a Single Pass: Stochastically Controlled Stochastic Gradient. AISTATS 2017: 148-156 - [c3]Lihua Lei, Cheng Ju, Jianbo Chen, Michael I. Jordan:
Non-convex Finite-Sum Optimization Via SCSG Methods. NIPS 2017: 2348-2358 - [i2]Lihua Lei, Cheng Ju, Jianbo Chen, Michael I. Jordan:
Nonconvex Finite-Sum Optimization Via SCSG Methods. CoRR abs/1706.09156 (2017) - 2016
- [c2]Lihua Lei, William Fithian:
Power of Ordered Hypothesis Testing. ICML 2016: 2924-2932 - [i1]Lihua Lei, Michael I. Jordan:
Less than a Single Pass: Stochastically Controlled Stochastic Gradient Method. CoRR abs/1609.03261 (2016) - 2014
- [j1]Junjie Wu, Lihua Lei, Xin Chen, Xiaoyu Cai, Yuan Li, Tao Han:
A Three-Dimensional Microdisplacement Sensing System Based on MEMS Bulk-Silicon Technology. Sensors 14(11): 20533-20542 (2014)
2000 – 2009
- 2009
- [c1]Yaju Liu, Baoliang Zhang, Li Zhang, Dongming Li, Zhenjiang Cai, Lihua Lei:
Research on Image Segmentation Based on Fuzzy Theory. CSIE (4) 2009: 790-794
Coauthor Index
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