Greg Yang

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20222025

most citedHigh-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation

11 citations · 13 across the 5 of their papers we have counts for

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cs.LG2025

Global Convergence and Rich Feature Learning in $L$ -Layer Infinite-Width Neural Networks under $μ$ P Parametrization

Zixiang Chen, Greg Yang, Qingyue Zhao +1

Despite deep neural networks' powerful representation learning capabilities, theoretical understanding of how networks can simultaneously achieve meaningful feature learning and gl…

Global Convergence and Rich Feature Learning in L-Layer Infinite-Width Neural Networks under μP Parametrization

Global Convergence and Rich Feature Learning in $L$ -Layer Infinite-Width Neural Networks under $μ$ P Parametrization