Sparse Bayesian Dictionary Learning with a Gaussian Hierarchical Model

Linxiao Yang, Jun Fang, Hong Cheng +1

We consider a dictionary learning problem whose objective is to design a dictionary such that the signals admits a sparse or an approximate sparse representation over the learned d…