Capacity optimality of AMP in coded systems

L Liu, C Liang, J Ma, L ** - IEEE Transactions on Information …, 2021‏ - ieeexplore.ieee.org
This paper studies a large random matrix system (LRMS) model involving an arbitrary signal
distribution and forward error control (FEC) coding. We establish an area property based on …

[ספר][B] Solving Large-Scale Inverse Problems via Approximate Message Passing and Optimization

Y Ma - 2017‏ - search.proquest.com
Page 1 ABSTRACT MA, YANTING. Solving Large-Scale Inverse Problems via Approximate
Message Passing and Optimization. (Under the direction of Dror Baron.) This work studies the …

Approximate message passing with universal denoising

D Baron, Y Ma, J Zhu - US Patent 10,140,249, 2018‏ - Google Patents
W. Dong, X. Li, L. Zhang and G. Shi,“Sparsity-based image denoising via dictionary learning
and structural clustering,” Com puter Vision and Pattern Recognition (CVPR), 2011 IEEE …

[ספר][B] Distributed sparse signal recovery in networked systems

P Han - 2016‏ - search.proquest.com
In this dissertation, two classes of distributed algorithms are developed for sparse signal
recovery in large sensor networks. All the proposed approaches consist of local computation …