66 citations · 77 across the 3 of their papers we have counts for
3 papers
cs.IT2011★ 6 cited
Information Complexity and Estimation
Dror Baron
We consider an input generated by an unknown stationary ergodic source that enters a signal processing system , resulting in . We observe through a noisy cha…
cs.IT2011★ 66 cited
Belief propagation for joint sparse recovery
Jongmin Kim, Woohyuk Chang, Bangchul Jung +2
Compressed sensing (CS) demonstrates that sparse signals can be recovered from underdetermined linear measurements. We focus on the joint sparse recovery problem where multiple sig…
cs.IT2008★ 5 cited
Bayesian Compressive Sensing via Belief Propagation
Dror Baron, Shriram Sarvotham, Richard G. Baraniuk
Compressive sensing (CS) is an emerging field based on the revelation that a small collection of linear projections of a sparse signal contains enough information for stable, sub-N…