Yongqiang Cai

4 papers · 2019–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (5)

Conferences

ICML (3) ICLR (1)

Top co-authors

Qianxiao Li (1) Guanghua Ji (1) Yifei Duan (1) Li’Ang Li (1) Zuowei Shen (1)

Keywords

function approximation (1) batch normalization (1) universal approximation (1) uniform convergence (1) gradient descent (1) linear convergence (1) condition number (1) uniform approximation (1) leaky relu (1) neural network width (1) topological theory (1)

Papers

Vocabulary for Universal Approximation: A Linguistic Perspective of Mapping Compositions ICML 2024

Achieve the Minimum Width of Neural Networks for Universal Approximation ICLR 2023

Minimum Width of Leaky-ReLU Neural Networks for Uniform Universal Approximation ICML 2023

A Quantitative Analysis of the Effect of Batch Normalization on Gradient Descent ICML 2019