Huan Li

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 24

Top Topics

Alternating Direction

Optimization Method

Top Venues

J. Mach. Learn. Res.

Publications

Huan Li, Zhouchen Lin
Norm: Better Dependence on the Dimension. CoRR (2024)
Huan Li, Zhouchen Lin
Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the in the O(epsilon^(-7/4)) Complexity. J. Mach. Learn. Res. 24 (2023)
Huan Li, Zhouchen Lin
) Complexity. ICML (2022)
Xingyu Xie, Pan Zhou, Huan Li, Zhouchen Lin, Shuicheng Yan
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models. CoRR (2022)
Huan Li, Zhouchen Lin
) Complexity. CoRR (2022)
Huan Li, Zhouchen Lin, Yongchun Fang
Variance Reduced EXTRA and DIGing and Their Optimal Acceleration for Strongly Convex Decentralized Optimization. J. Mach. Learn. Res. 23 (2022)
Huan Li, Zhouchen Lin
Accelerated Gradient Tracking over Time-varying Graphs for Decentralized Optimization. CoRR (2021)
Huan Li, Zhouchen Lin
Revisiting EXTRA for Smooth Distributed Optimization. SIAM J. Optim. 30 (3) (2020)
Huan Li, Cong Fang, Zhouchen Lin
Accelerated First-Order Optimization Algorithms for Machine Learning. Proc. IEEE 108 (11) (2020)
Huan Li, Cong Fang, Wotao Yin, Zhouchen Lin
Decentralized Accelerated Gradient Methods With Increasing Penalty Parameters. IEEE Trans. Signal Process. 68 (2020)
Huan Li, Zhouchen Lin
Provable accelerated gradient method for nonconvex low rank optimization. Mach. Learn. 109 (1) (2020)
Huan Li, Zhouchen Lin
Revisiting EXTRA for Smooth Distributed Optimization. CoRR (2020)
Huan Li, Zhouchen Lin, Yongchun Fang
Optimal Accelerated Variance Reduced EXTRA and DIGing for Strongly Convex and Smooth Decentralized Optimization. CoRR (2020)
Huan Li, Zhouchen Lin
On the Complexity Analysis of the Primal Solutions for the Accelerated Randomized Dual Coordinate Ascent. J. Mach. Learn. Res. 21 (2020)
Huan Li, Zhouchen Lin
Accelerated Alternating Direction Method of Multipliers: An Optimal O(1 / K) Nonergodic Analysis. J. Sci. Comput. 79 (2) (2019)
Huan Li, Yibo Yang, Dongmin Chen, Zhouchen Lin
Optimization Algorithm Inspired Deep Neural Network Structure Design. CoRR (2018)
Huan Li, Yibo Yang, Dongmin Chen, Zhouchen Lin
Optimization Algorithm Inspired Deep Neural Network Structure Design. ACML (2018)
Canyi Lu, Huan Li, Zhouchen Lin
Optimized projections for compressed sensing via direct mutual coherence minimization. Signal Process. 151 (2018)
Huan Li, Zhouchen Lin
Construction of Incoherent Dictionaries via Direct Babel Function Minimization. ACML (2018)
Canyi Lu, Huan Li, Zhouchen Lin, Shuicheng Yan
Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting. AAAI (2016)
Canyi Lu, Huan Li, Zhouchen Lin, Shuicheng Yan
Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting. CoRR (2015)
Zhouchen Lin, Canyi Lu, Huan Li
Optimized Projections for Compressed Sensing via Direct Mutual Coherence Minimization. CoRR (2015)
Huan Li, Zhouchen Lin
Accelerated Proximal Gradient Methods for Nonconvex Programming. NIPS (2015)
Zhouchen Lin, Risheng Liu, Huan Li
Linearized alternating direction method with parallel splitting and adaptive penalty for separable convex programs in machine learning. Mach. Learn. 99 (2) (2015)