37 citations · 78 across the 17 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
stat.ML2015
Bayesian hypothesis testing for one bit compressed sensing with sensing matrix perturbation
H. Zayyani, M. Korki, F. Marvasti
This letter proposes a low-computational Bayesian algorithm for noisy sparse recovery in the context of one bit compressed sensing with sensing matrix perturbation. The proposed al…
stat.ML2015★ 32 cited
Dictionary Learning for Blind One Bit Compressed Sensing
Hadi Zayyani, Mehdi Korki, Farrokh Marvasti
This letter proposes a dictionary learning algorithm for blind one bit compressed sensing. In the blind one bit compressed sensing framework, the original signal to be reconstructe…
stat.ML2015★ 1 cited
Bayesian Hypothesis Testing for Block Sparse Signal Recovery
Mehdi Korki, Hadi Zayyani, Jingxin Zhang
This letter presents a novel Block Bayesian Hypothesis Testing Algorithm (Block-BHTA) for reconstructing block sparse signals with unknown block structures. The Block-BHTA comprise…