A unified framework for hard and soft clustering with regularized optimal transport

Jean-Frédéric Diebold, Nicolas Papadakis, Arnaud Dessein +1

In this paper, we formulate the problem of inferring a Finite Mixture Model from discrete data as an optimal transport problem with entropic regularization of parameter $\lambda \ge 0$.…