Yanting Ma

Works (7)

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2021 article

Local Convergence of an AMP Variant to the LASSO Solution in Finite Dimensions

2021 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), pp. 2256–2261.

By: Y. Ma, M. Kang, J. Silversteint & D. Baron 

Sources: Web Of Science, ORCID
Added: October 26, 2021

2019 article

Analysis of Approximate Message Passing With Non-Separable Denoisers and Markov Random Field Priors

Ma, Y., Rush, C., & Baron, D. (2019, November). IEEE TRANSACTIONS ON INFORMATION THEORY, Vol. 65, pp. 7367–7389.

By: Y. Ma, C. Rush * & D. Baron 

author keywords: Approximation algorithms; Task analysis; Approximate message passing; non-separable denoiser; Markov random field; finite sample analysis
Sources: Web Of Science, ORCID
Added: February 3, 2020

2017 conference paper

Analysis of approximate message passing with a class of non-separable denoisers

2017 ieee international symposium on information theory (isit), 231–235.

By: Y. Ma, C. Rush * & D. Baron 

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2017 conference paper

Fusion of multi-angular aerial images based on epipolar geometry and matrix completion

2017 24th ieee international conference on image processing (icip), 1197–1201.

By: Y. Ma, D. Liu, H. Mansour, U. Kamilov, Y. Taguchi, P. Boufounos, A. Vetro

Source: NC State University Libraries
Added: August 6, 2018

2016 journal article

Compressive Hyperspectral Imaging via Approximate Message Passing

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 10(2), 389–401.

By: J. Tan, Y. Ma, H. Rueda*, D. Baron  & G. Arce *

author keywords: Approximate message passing; CASSI; compressive hyperspectral imaging; gradient projection for sparse reconstruction; image denoising; two-step iterative shrinkage/thresholding; Wiener filtering
Sources: Web Of Science, ORCID
Added: August 6, 2018

2015 conference paper

Mismatched estimation in large linear systems

2015 ieee international symposium on information theory (isit), 760–764.

By: Y. Ma, D. Baron  & A. Beirami *

Sources: NC State University Libraries, ORCID
Added: August 6, 2018

2014 journal article

Two-Part Reconstruction With Noisy-Sudocodes

IEEE TRANSACTIONS ON SIGNAL PROCESSING, 62(23), 6323–6334.

By: Y. Ma, D. Baron  & D. Needell *

author keywords: Compressed sensing; two-part reconstruction; 1-bit CS
Sources: Web Of Science, ORCID
Added: August 6, 2018