Jianfa Lai

most citedConstruction of Uniform Designs over Continuous Domain in Computer Experiments

6 citations · 6 across the 3 of their papers we have counts for

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2 papers · 1 filter

stat.ML2023

Generalization Ability of Wide Residual Networks

Jianfa Lai, Zixiong Yu, Songtao Tian +1

In this paper, we study the generalization ability of the wide residual network on $S^{d - 1}$ with the ReLU activation function. We first show that as the width $m\rightarr…

stat.ML2023

Generalization Ability of Wide Neural Networks on $R$

Jianfa Lai, Manyun Xu, Rui Chen +1

We perform a study on the generalization ability of the wide two-layer ReLU neural network on $R$ . We first establish some spectral properties of the neural tangent kernel…

Generalization Ability of Wide Residual Networks

Generalization Ability of Wide Neural Networks on R

Generalization Ability of Wide Neural Networks on $R$