High dimensional robust M-estimation: asymptotic variance via approximate message passing

Universality in polytope phase transitions and message passing algorithms

(2015) Mohsen Bayati et al.   ANNALS OF APPLIED PROBABILITY

An Iterative Construction of Solutions of the TAP Equations for the Sherrington–Kirkpatrick Model

(2013) Erwin Bolthausen   COMMUNICATIONS IN MATHEMATICAL PHYSICS

On robust regression with high-dimensional predictors

(2013) Noureddine El Karoui et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Applications of the Lindeberg Principle in Communications and Statistical Learning

(2011) S B Korada et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

The Noise-Sensitivity Phase Transition in Compressed Sensing

(2011) David L. Donoho 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

The LASSO Risk for Gaussian Matrices

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

Observed universality of phase transitions in high-dimensional geometry, with implications for modern data analysis and signal processing

(2009) D. Donoho et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

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

Compressed Sensing MRI

(2008) M. Lustig et al.   IEEE SIGNAL PROCESSING MAGAZINE