93 citations · 524 across the 46 of their papers we have counts for
4 papers · 2 filters
Approximate Message Passing in Coded Aperture Snapshot Spectral Imaging
Jin Tan, Yanting Ma, Hoover Rueda +2
We consider a compressive hyperspectral imaging reconstruction problem, where three-dimensional spatio-spectral information about a scene is sensed by a coded aperture snapshot spe…
Compressive Hyperspectral Imaging via Approximate Message Passing
Jin Tan, Yanting Ma, Hoover Rueda +2
We consider a compressive hyperspectral imaging reconstruction problem, where three-dimensional spatio-spectral information about a scene is sensed by a coded aperture snapshot spe…
Approximate Message Passing Algorithm with Universal Denoising and Gaussian Mixture Learning
Yanting Ma, Junan Zhu, Dror Baron
We study compressed sensing (CS) signal reconstruction problems where an input signal is measured via matrix multiplication under additive white Gaussian noise. Our signals are ass…
Mismatched Estimation in Large Linear Systems
Yanting Ma, Dror Baron, Ahmad Beirami
We study the excess mean square error (EMSE) above the minimum mean square error (MMSE) in large linear systems where the posterior mean estimator (PME) is evaluated with a postula…