Geometric Inference on Kernel Density Estimates

Jeff M. Phillips, Bei Wang, Yan Zheng

We show that geometric inference of a point cloud can be calculated by examining its kernel density estimate with a Gaussian kernel. This allows one to consider kernel density esti…