Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective

Shokichi Takakura; Taiji Suzuki

2024 ICML ICML 2024

Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective

Abstract

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Authors

Shokichi Takakura, Taiji Suzuki

Topics

Machine Learning > Core Methods > Representation Learning Machine Learning > Optimization & Theory > Learning Theory Deep Learning > Architectures > Neural Networks

Keywords

global convergence mean field two-layer neural network data-dependent kernel kernel intrinsic kernel

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