Soft Contrastive Variational Inference: A Novel Framework for Deriving Stable and Mass-Covering Variational Objectives

Soft Contrastive Variational Inference (SoftCVI) is a novel framework that allows deriving a family of variational objectives through a contrastive estimation approach, enabling stable and mass-covering posterior approximations.