Sigurd Løkse

Spectral Clustering using PCKID - A Probabilistic Cluster Kernel for Incomplete Data

2017 · arXiv (Cornell University)

In this paper, we propose PCKID, a novel, robust, kernel function for spectral clustering, specifically designed to handle incomplete data. By combining posterior distributions of Gaussian Mixture Models for incomplete data on different scales, we …