Guangzeng Xie

According to our database, Guangzeng Xie authored at least 13 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Lower Complexity Bounds of Finite-Sum Optimization Problems: The Results and Construction.

Yuze Han, Guangzeng Xie, Zhihua Zhang

J. Mach. Learn. Res., 2024

2021

Complex contraction on trees without proof of correlation decay.

Liang Li, Guangzeng Xie

CoRR, 2021

Near Optimal Stochastic Algorithms for Finite-Sum Unbalanced Convex-Concave Minimax Optimization.

Luo Luo, Guangzeng Xie, Tong Zhang, Zhihua Zhang

CoRR, 2021

Meta-Regularization: An Approach to Adaptive Choice of the Learning Rate in Gradient Descent.

Guangzeng Xie, Hao Jin, Dachao Lin, Zhihua Zhang

CoRR, 2021

DIPPA: An improved Method for Bilinear Saddle Point Problems.

Guangzeng Xie, Yuze Han, Zhihua Zhang

CoRR, 2021

Revisiting Co-Occurring Directions: Sharper Analysis and Efficient Algorithm for Sparse Matrices.

Luo Luo, Cheng Chen, Guangzeng Xie, Haishan Ye

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Finding the Near Optimal Policy via Adaptive Reduced Regularization in MDPs.

Wenhao Yang, Xiang Li, Guangzeng Xie, Zhihua Zhang

CoRR, 2020

Optimal Quantization for Batch Normalization in Neural Network Deployments and Beyond.

Dachao Lin, Peiqin Sun, Guangzeng Xie, Shuchang Zhou, Zhihua Zhang

CoRR, 2020

Lower Complexity Bounds for Finite-Sum Convex-Concave Minimax Optimization Problems.

Guangzeng Xie, Luo Luo, Yijiang Lian, Zhihua Zhang

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Fast stochastic second-order method logarithmic in condition number.

Haishan Ye, Guangzeng Xie, Luo Luo, Zhihua Zhang

Pattern Recognit., 2019

A Stochastic Proximal Point Algorithm for Saddle-Point Problems.

Luo Luo, Cheng Chen, Yujun Li, Guangzeng Xie, Zhihua Zhang

CoRR, 2019

A General Analysis Framework of Lower Complexity Bounds for Finite-Sum Optimization.

Guangzeng Xie, Luo Luo, Zhihua Zhang

CoRR, 2019

2018

Interpolatron: Interpolation or Extrapolation Schemes to Accelerate Optimization for Deep Neural Networks.

Guangzeng Xie, Yitan Wang, Shuchang Zhou, Zhihua Zhang

CoRR, 2018