Statistical-Physics-Based Reconstruction in Compressed Sensing

MMSE Dimension

(2011) Yihong Wu et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

The Dynamics of Message Passing on Dense Graphs, with Applications to Compressed Sensing

(2011) Mohsen Bayati et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Inference and Phase Transitions in the Detection of Modules in Sparse Networks

(2011) Aurelien Decelle et al.   PHYSICAL REVIEW LETTERS

Statistical Mechanics of Compressed Sensing

(2010) Surya Ganguli et al.   PHYSICAL REVIEW LETTERS

A typical reconstruction limit for compressed sensing based onLp-norm minimization

(2009) Y Kabashima et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Message-passing algorithms for compressed sensing

(2009) David L. Donoho et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

An Introduction To Compressive Sampling

(2008) E.J. Candes et al.   IEEE SIGNAL PROCESSING MAGAZINE

Single-pixel imaging via compressive sampling

(2008) Marco F. Duarte et al.   IEEE SIGNAL PROCESSING MAGAZINE