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• #### Topics on LASSO and Approximate Message Passing ﻿

(2014-04-25)
This thesis studies the performance of the LASSO (also known as basis pursuit denoising) for recovering sparse signals from undersampled, randomized, noisy measurements. We consider the recovery of the signal x_o \in ...