Yongqiang Cai

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Quantitative Analysis

Approximation Algorithms

Multilayer Perceptron

Top Venues

Publications

Yongqiang Cai, Gaohang Chen, Zhonghua Qiao
Neural Networks Trained by Weight Permutation are Universal Approximators. CoRR (2024)
Yifei Duan, Yongqiang Cai
A Minimal Control Family of Dynamical Syetem for Universal Approximation. CoRR (2023)
Yongqiang Cai
Vocabulary for Universal Approximation: A Linguistic Perspective of Mapping Compositions. CoRR (2023)
Li'ang Li, Yifei Duan, Guanghua Ji, Yongqiang Cai
Minimum Width of Leaky-ReLU Neural Networks for Uniform Universal Approximation. ICML (2023)
Li'ang Li, Yifei Duan, Guanghua Ji, Yongqiang Cai
Minimum Width of Leaky-ReLU Neural Networks for Uniform Universal Approximation. CoRR (2023)
Yongqiang Cai
Achieve the Minimum Width of Neural Networks for Universal Approximation. ICLR (2023)
Yifei Duan, Li'ang Li, Guanghua Ji, Yongqiang Cai
Vanilla feedforward neural networks as a discretization of dynamic systems. CoRR (2022)
Yongqiang Cai
Achieve the Minimum Width of Neural Networks for Universal Approximation. CoRR (2022)
Yongqiang Cai, Qianxiao Li, Zuowei Shen
Optimization in Machine Learning: A Distribution Space Approach. CoRR (2020)
Yongqiang Cai, Qianxiao Li, Zuowei Shen
A Quantitative Analysis of the Effect of Batch Normalization on Gradient Descent. ICML (2019)
Yongqiang Cai, Qianxiao Li, Zuowei Shen
On the Convergence and Robustness of Batch Normalization. CoRR (2018)