Shifeng Xiong

The Reconstruction Approach: From Interpolation to Regression

2018 · arXiv (Cornell University)

This paper introduces an interpolation-based method, called the reconstruction approach, for nonparametric regression. Based on the fact that interpolation usually has negligible errors compared to statistical estimation, the reconstruction approach uses an interpolator to parameterize …