Khai Nguyen

Distributional Determinantal Point Process for Repulsive Clustering of Distributions

Khai Nguyen, Yang Ni, Elizabeth Juarez-Colunga, Peter Mueller

We introduce the distributional determinantal point process (dDPP) as a novel repulsive point process whose atoms are probability distributions rather than points in a real space. The dDPP is constructed via an L-ensemble with a sliced Wasserstein (SW) kernel between distribution…Read more