Moreau-Yoshida Variational Transport: A General Framework For Solving Regularized Distributional Optimization Problems

Dai Hai Nguyen, Tetsuya Sakurai

We consider a general optimization problem of minimizing a composite objective functional defined over a class of probability distributions. The objective is composed of two functi…