Type I and Type II Bayesian Methods for Sparse Signal Recovery using Scale Mixtures

Ritwik Giri, Bhaskar D. Rao

In this paper, we propose a generalized scale mixture family of distributions, namely the Power Exponential Scale Mixture (PESM) family, to model the sparsity inducing priors curre…