Purvasha Chakravarti

Gaussian Mixture Clustering Using Relative Tests of Fit

2019 · arXiv (Cornell University)

We consider clustering based on significance tests for Gaussian Mixture Models (GMMs). Our starting point is the SigClust method developed by Liu et al. (2008), which introduces a test based on the k-means objective (with …