6 citations · 6 across the 3 of their papers we have counts for
3 papers
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 with the ReLU activation function. We first show that as the width $m\rightarr…
stat.ML2023
Generalization Ability of Wide Neural Networks on
Jianfa Lai, Manyun Xu, Rui Chen +1
We perform a study on the generalization ability of the wide two-layer ReLU neural network on . We first establish some spectral properties of the neural tangent kernel…
stat.CO2023★ 6 cited
Construction of Uniform Designs over Continuous Domain in Computer Experiments
Jianfa Lai, Kai-Tai Fang, Xiaoling Peng +1
The construction of uniform designs (UDs) has received much attention in computer experiments over the past decades, but most of the previous works obtain uniform designs over a U-…