Local Regularity Estimation through Sobolev-Scale Norm Profile

Xiaobin Li, Leevan Ling, Yizhong Sun

We develop a kernel-based approach for estimating the spatially varying Sobolev regularity~$s$ of an unknown $d$-variate function~$f$ from scattered sampling data, which quantifies…