144 citations · 153 across the 3 of their papers we have counts for
Showing cs.ITShow all
2 papers · 1 filter
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.IT2013★ 9 cited
Spatial Coupling as a Proof Technique
Andrei Giurgiu, Nicolas Macris, Rüdiger Urbanke
The aim of this paper is to show that spatial coupling can be viewed not only as a means to build better graphical models, but also as a tool to better understand uncoupled models.…