Guangzeng Xie

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 14

Top Topics

Lower Complexity

Sparse Matrices

Top Venues

Pattern Recognit.

Publications

Luo Luo, Guangzeng Xie, Tong Zhang, Zhihua Zhang
Near Optimal Stochastic Algorithms for Finite-Sum Unbalanced Convex-Concave Minimax Optimization. CoRR (2021)
Liang Li, Guangzeng Xie
Complex contraction on trees without proof of correlation decay. CoRR (2021)
Yuze Han, Guangzeng Xie, Zhihua Zhang
Lower Complexity Bounds of Finite-Sum Optimization Problems: The Results and Construction. CoRR (2021)
Guangzeng Xie, Hao Jin, Dachao Lin, Zhihua Zhang
Meta-Regularization: An Approach to Adaptive Choice of the Learning Rate in Gradient Descent. CoRR (2021)
Guangzeng Xie, Yuze Han, Zhihua Zhang
DIPPA: An improved Method for Bilinear Saddle Point Problems. CoRR (2021)
Luo Luo, Cheng Chen, Guangzeng Xie, Haishan Ye
Revisiting Co-Occurring Directions: Sharper Analysis and Efficient Algorithm for Sparse Matrices. AAAI (2021)
Dachao Lin, Peiqin Sun, Guangzeng Xie, Shuchang Zhou, Zhihua Zhang
Optimal Quantization for Batch Normalization in Neural Network Deployments and Beyond. CoRR (2020)
Wenhao Yang, Xiang Li, Guangzeng Xie, Zhihua Zhang
Finding the Near Optimal Policy via Adaptive Reduced Regularization in MDPs. CoRR (2020)
Luo Luo, Cheng Chen, Guangzeng Xie, Haishan Ye
Revisiting Co-Occurring Directions: Sharper Analysis and Efficient Algorithm for Sparse Matrices. CoRR (2020)
Guangzeng Xie, Luo Luo, Yijiang Lian, Zhihua Zhang
Lower Complexity Bounds for Finite-Sum Convex-Concave Minimax Optimization Problems. ICML (2020)
Haishan Ye, Guangzeng Xie, Luo Luo, Zhihua Zhang
Fast stochastic second-order method logarithmic in condition number. Pattern Recognit. 88 (2019)
Luo Luo, Cheng Chen, Yujun Li, Guangzeng Xie, Zhihua Zhang
A Stochastic Proximal Point Algorithm for Saddle-Point Problems. CoRR (2019)
Guangzeng Xie, Luo Luo, Zhihua Zhang
A General Analysis Framework of Lower Complexity Bounds for Finite-Sum Optimization. CoRR (2019)
Guangzeng Xie, Yitan Wang, Shuchang Zhou, Zhihua Zhang
Interpolatron: Interpolation or Extrapolation Schemes to Accelerate Optimization for Deep Neural Networks. CoRR (2018)