115 citations · 289 across the 7 of their papers we have counts for
Showing 2012 · cs.ITShow all
2 papers · 2 filters
cs.IT2012★ 6 cited
Principal Component Pursuit with Reduced Linear Measurements
Arvind Ganesh, Kerui Min, John Wright +1
In this paper, we study the problem of decomposing a superposition of a low-rank matrix and a sparse matrix when a relatively few linear measurements are available. This problem ar…
cs.IT2012★ 20 cited
Compressive Principal Component Pursuit
John Wright, Arvind Ganesh, Kerui Min +1
We consider the problem of recovering a target matrix that is a superposition of low-rank and sparse components, from a small set of linear measurements. This problem arises in com…