Guangzeng Xie

15 papers A* 2Journal 13
YearRankTypeTitle / Venue / Authors
2024 J jnl
Lower Complexity Bounds of Finite-Sum Optimization Problems: The Results and Construction.
J. Mach. Learn. Res.
Yuze Han, Guangzeng Xie, Zhihua Zhang
2021 J jnl
Complex contraction on trees without proof of correlation decay.
CoRR
Liang Li, Guangzeng Xie
2021 J jnl
DIPPA: An improved Method for Bilinear Saddle Point Problems.
CoRR
Guangzeng Xie, Yuze Han, Zhihua Zhang
2021 J jnl
Lower Complexity Bounds of Finite-Sum Optimization Problems: The Results and Construction.
CoRR
Yuze Han, Guangzeng Xie, Zhihua Zhang
2021 J jnl
Meta-Regularization: An Approach to Adaptive Choice of the Learning Rate in Gradient Descent.
CoRR
Guangzeng Xie, Hao Jin, Dachao Lin, Zhihua Zhang
2021 J jnl
Near Optimal Stochastic Algorithms for Finite-Sum Unbalanced Convex-Concave Minimax Optimization.
CoRR
Luo Luo, Guangzeng Xie, Tong Zhang, Zhihua Zhang
2021 A* conf
Revisiting Co-Occurring Directions: Sharper Analysis and Efficient Algorithm for Sparse Matrices.
AAAI
Luo Luo, Cheng Chen, Guangzeng Xie, Haishan Ye
2020 J jnl
Finding the Near Optimal Policy via Adaptive Reduced Regularization in MDPs.
CoRR
Wenhao Yang, Xiang Li, Guangzeng Xie, Zhihua Zhang
2020 A* conf
Lower Complexity Bounds for Finite-Sum Convex-Concave Minimax Optimization Problems.
ICML
Guangzeng Xie, Luo Luo, Yijiang Lian, Zhihua Zhang
2020 J jnl
Optimal Quantization for Batch Normalization in Neural Network Deployments and Beyond.
CoRR
Dachao Lin, Peiqin Sun, Guangzeng Xie, Shuchang Zhou, Zhihua Zhang
2020 J jnl
Revisiting Co-Occurring Directions: Sharper Analysis and Efficient Algorithm for Sparse Matrices.
CoRR
Luo Luo, Cheng Chen, Guangzeng Xie, Haishan Ye
2019 J jnl
A General Analysis Framework of Lower Complexity Bounds for Finite-Sum Optimization.
CoRR
Guangzeng Xie, Luo Luo, Zhihua Zhang
2019 J jnl
A Stochastic Proximal Point Algorithm for Saddle-Point Problems.
CoRR
Luo Luo, Cheng Chen, Yujun Li, Guangzeng Xie, Zhihua Zhang
2019 J jnl
Fast stochastic second-order method logarithmic in condition number.
Pattern Recognit.
Haishan Ye, Guangzeng Xie, Luo Luo, Zhihua Zhang
2018 J jnl
Interpolatron: Interpolation or Extrapolation Schemes to Accelerate Optimization for Deep Neural Networks.
CoRR
Guangzeng Xie, Yitan Wang, Shuchang Zhou, Zhihua Zhang