98 citations · 338 across the 25 of their papers we have counts for
Showing 2015 · cs.ITShow all
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cs.IT2015★ 3 cited
Scampi: a robust approximate message-passing framework for compressive imaging
Jean Barbier, Eric W. Tramel, Florent Krzakala
Reconstruction of images from noisy linear measurements is a core problem in image processing, for which convex optimization methods based on total variation (TV) minimization have…
cs.IT2015★ 28 cited
Approximate Message Passing with Restricted Boltzmann Machine Priors
Eric W. Tramel, Angélique Drémeau, Florent Krzakala
Approximate Message Passing (AMP) has been shown to be an excellent statistical approach to signal inference and compressed sensing problem. The AMP framework provides modularity i…