Nonlinear Stein Variational Gradient Descent for Learning Diversified Mixture Models

Dilin Wang, Qiang Liu

Abstract: Diversification has been shown to be a powerful mechanism for learning robust models in non-convex settings. A notable example is learning mixture models, in which enforcing diversity between the d...