92 citations · 102 across the 3 of their papers we have counts for
3 papers
cs.IT2014★ 9 cited
Empirical Bayes and Full Bayes for Signal Estimation
Yanting Ma, Jin Tan, Nikhil Krishnan +1
We consider signals that follow a parametric distribution where the parameter values are unknown. To estimate such signals from noisy measurements in scalar channels, we study the…
cs.IT2014★ 92 cited
Compressive Imaging via Approximate Message Passing with Image Denoising
Jin Tan, Yanting Ma, Dror Baron
We consider compressive imaging problems, where images are reconstructed from a reduced number of linear measurements. Our objective is to improve over existing compressive imaging…
cs.IT2014★ 1 cited
Wiener Filters in Gaussian Mixture Signal Estimation with Infinity-Norm Error
Jin Tan, Dror Baron, Liyi Dai
Consider the estimation of a signal from noisy observations , where the input~ is generated by an independent and identically distrib…