198 citations · 1k across the 28 of their papers we have counts for
Showing cond-mat.stat-mechShow all
2 papers · 1 filter
cond-mat.stat-mech2012★ 198 cited
Probabilistic Reconstruction in Compressed Sensing: Algorithms, Phase Diagrams, and Threshold Achieving Matrices
Florent Krzakala, Marc Mézard, François Sausset +2
Compressed sensing is a signal processing method that acquires data directly in a compressed form. This allows one to make less measurements than what was considered necessary to r…
cond-mat.stat-mech2011★ 182 cited
Statistical physics-based reconstruction in compressed sensing
Florent Krzakala, Marc Mézard, François Sausset +2
Compressed sensing is triggering a major evolution in signal acquisition. It consists in sampling a sparse signal at low rate and later using computational power for its exact reco…