Learning Structural Weight Uncertainty for Sequential Decision-Making

Ruiyi Zhang, Chunyuan Li, Changyou Chen, Lawrence Carin

Abstract: Learning probability distributions on the weights of neural networks (NNs) has recently proven beneficial in many applications. Bayesian methods, such as Stein variational gradient descent (SVGD), ...