Manyun Xu

most citedOptimal Rate of Kernel Regression in Large Dimensions

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ML2023★ 1 cited

Optimal Rate of Kernel Regression in Large Dimensions

Weihao Lu, Haobo Zhang, Yicheng Li +2

We perform a study on kernel regression for large-dimensional data (where the sample size $n$ is polynomially depending on the dimension $d$ of the samples, i.e., $n ≍ d^{γ}$ for…

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…

Optimal Rate of Kernel Regression in Large Dimensions

Generalization Ability of Wide Neural Networks on R

Generalization Ability of Wide Neural Networks on $R$