70 citations · 95 across the 3 of their papers we have counts for
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cs.IT2017★ 25 cited
Performance Analysis of Approximate Message Passing for Distributed Compressed Sensing
Gabor Hannak, Alessandro Perelli, Norbert Goertz +2
Bayesian approximate message passing (BAMP) is an efficient method in compressed sensing that is nearly optimal in the minimum mean squared error (MMSE) sense. Bayesian approximate…
cs.IT2014★ 70 cited
Near optimal compressed sensing without priors: Parametric SURE Approximate Message Passing
Chunli Guo, Mike E. Davies
Both theoretical analysis and empirical evidence confirm that the approximate message passing (AMP) algorithm can be interpreted as recursively solving a signal denoising problem:…