High-Dimensional Sparse Bayesian Learning without Covariance Matrices

Alexander Lin, Andrew H. Song, Berkin Bilgic +1

Sparse Bayesian learning (SBL) is a powerful framework for tackling the sparse coding problem. However, the most popular inference algorithms for SBL become too expensive for high-…