Bayesian sparse convex clustering via global-local shrinkage priors

Kaito Shimamura, Shuichi Kawano

Sparse convex clustering is to cluster observations and conduct variable selection simultaneously in the framework of convex clustering. Although a weighted $L_1$ norm is usually e…