528 citations · 2.5k across the 61 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2017
Bayesian Compressive Sensing Using Normal Product Priors
Zhou Zhou, Kaihui Liu, Jun Fang
In this paper, we introduce a new sparsity-promoting prior, namely, the "normal product" prior, and develop an efficient algorithm for sparse signal recovery under the Bayesian fra…
stat.ML2016★ 1 cited
Robust Bayesian Compressed sensing
Qian Wan, Huiping Duan, Jun Fang +1
We consider the problem of robust compressed sensing whose objective is to recover a high-dimensional sparse signal from compressed measurements corrupted by outliers. A new sparse…