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20182023
most citedA Generalized Neural Tangent Kernel Analysis for Two-layer Neural Networks

28 citations · 120 across the 12 of their papers we have counts for

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cs.LG2023

Finite-Sample Analysis of Learning High-Dimensional Single ReLU Neuron

Jingfeng Wu, Difan Zou, Zixiang Chen +3

This paper considers the problem of learning a single ReLU neuron with squared loss (a.k.a., ReLU regression) in the overparameterized regime, where the input dimension can exceed…