EP-GIG Priors and Applications in Bayesian Sparse Learning

Zhihua Zhang, Shusen Wang, Dehua Liu +1

In this paper we propose a novel framework for the construction of sparsity-inducing priors. In particular, we define such priors as a mixture of exponential power distributions wi…