Amarda Shehu

Space Partitioning and Regression Mode Seeking via a Mean-Shift-Inspired Algorithm

2021 · arXiv (Cornell University)

The mean shift (MS) algorithm is a nonparametric method used to cluster sample points and find the local modes of kernel density estimates, using an idea based on iterative gradient ascent. In this paper we …