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., $n\asymp d^{\gamma }$ for…