41 citations · 41 across the 2 of their papers we have counts for
2 papers
cs.IT2014
Statistical Estimation: From Denoising to Sparse Regression and Hidden Cliques
Eric W. Tramel, Santhosh Kumar, Andrei Giurgiu +1
These notes review six lectures given by Prof. Andrea Montanari on the topic of statistical estimation for linear models. The first two lectures cover the principles of signal reco…
cs.IT2014★ 41 cited
Sparse Estimation with the Swept Approximated Message-Passing Algorithm
Andre Manoel, Florent Krzakala, Eric W. Tramel +1
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 measuremen…