2 papers
cs.IT2016
AMP-Inspired Deep Networks for Sparse Linear Inverse Problems
Mark Borgerding, Philip Schniter, Sundeep Rangan
Deep learning has gained great popularity due to its widespread success on many inference problems. We consider the application of deep learning to the sparse linear inverse proble…
cs.IT2016
Onsager-corrected deep learning for sparse linear inverse problems
Mark Borgerding, Philip Schniter
Deep learning has gained great popularity due to its widespread success on many inference problems. We consider the application of deep learning to the sparse linear inverse proble…