Swept Approximate Message Passing for Sparse Estimation

Andre Manoel, Florent Krzakala, Eric W. Tramel, Lenka Zdeborová

Abstract: Approximate Message Passing (AMP) has been shown to be a superior method for inference problems, such as the recovery of signals from sets of noisy, lower-dimensionality measurements, both in terms...