Yongqiang Cai
4 papers · 2019–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Keyword Champion
(2)
Top co-authors
Research topics
Keywords
universal approximation
(3)
neural network width
(2)
uniform convergence
(1)
gradient descent
(1)
approximation error
(1)
linear convergence
(1)
condition number
(1)
uniform approximation
(1)
approximation theory
(1)
activation function
(1)
relu network
(1)
layer normalization
(1)
leaky relu
(1)
topological theory
(1)
continuous mapping
(1)
dimension
(1)
finite vocabulary
(1)
function approximation
(1)
mapping compositions
(1)
batch normalization
(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