Regularized Rényi divergence minimization through Bregman proximal gradient algorithms

Thomas Guilmeau, Emilie Chouzenoux, Víctor Elvira

We study the variational inference problem of minimizing a regularized Rényi divergence over an exponential family. We propose to solve this problem with a Bregman proximal gradie…