Support Recovery With Sparsely Sampled Free Random Matrices

Asymptotic Analysis of MAP Estimation via the Replica Method and Applications to Compressed Sensing

(2012) Sundeep Rangan et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

The Sampling Rate-Distortion Tradeoff for Sparsity Pattern Recovery in Compressed Sensing

(2012) Galen Reeves et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Optimal Phase Transitions in Compressed Sensing

(2012) Yihong Wu et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

MMSE Dimension

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

Nearly Sharp Sufficient Conditions on Exact Sparsity Pattern Recovery

(2011) Kamiar Rahnama Rad   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

Sound Field Reproduction using the Lasso

(2010) G N Lilis et al.   IEEE Transactions on Audio Speech and Language Processing

Capacity of Channels With Frequency-Selective and Time-Selective Fading

(2010) Antonia M. Tulino et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Shannon-Theoretic Limits on Noisy Compressive Sampling

(2010) Mehmet Akcakaya et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Rényi Information Dimension: Fundamental Limits of Almost Lossless Analog Compression

(2010) Yihong Wu et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Information-Theoretic Limits on Sparse Signal Recovery: Dense versus Sparse Measurement Matrices

(2010) Wei Wang et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Information Theoretic Bounds for Compressed Sensing

(2010) Shuchin Aeron et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Information-Theoretic Limits on Sparsity Recovery in the High-Dimensional and Noisy Setting

(2009) Martin J. Wainwright   IEEE TRANSACTIONS ON INFORMATION THEORY

Necessary and Sufficient Conditions for Sparsity Pattern Recovery

(2009) Alyson K. Fletcher et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

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