32 citations · 67 across the 14 of their papers we have counts for
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cs.IT2017★ 1 cited
Inexact Gradient Projection and Fast Data Driven Compressed Sensing
Mohammad Golbabaee, Mike E. Davies
We study convergence of the iterative projected gradient (IPG) algorithm for arbitrary (possibly nonconvex) sets and when both the gradient and projection oracles are computed appr…
cs.IT2012★ 32 cited
Compressed Sensing of Simultaneous Low-Rank and Joint-Sparse Matrices
Mohammad Golbabaee, Pierre Vandergheynst
In this paper we consider the problem of recovering a high dimensional data matrix from a set of incomplete and noisy linear measurements. We introduce a new model that can efficie…