269 citations · 791 across the 20 of their papers we have counts for
Showing cs.ITShow all
2 papers · 1 filter
cs.IT2015★ 2 cited
Pinball Loss Minimization for One-bit Compressive Sensing: Convex Models and Algorithms
Xiaolin Huang, Lei Shi, Ming Yan +1
The one-bit quantization is implemented by one single comparator that operates at low power and a high rate. Hence one-bit compressive sensing (1bit-CS) becomes attractive in signa…
cs.IT2013★ 56 cited
One condition for solution uniqueness and robustness of both l1-synthesis and l1-analysis minimizations
Hui Zhang, Ming Yan, Wotao Yin
The -synthesis model and the -analysis model recover structured signals from their undersampled measurements. The solution of former is a sparse sum of dictionary a…