163 citations · 194 across the 13 of their papers we have counts for
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cs.CV2012★ 22 cited
Sparse Subspace Clustering: Algorithm, Theory, and Applications
Ehsan Elhamifar, Rene Vidal
In many real-world problems, we are dealing with collections of high-dimensional data, such as images, videos, text and web documents, DNA microarray data, and more. Often, high-di…
cs.CV2012
On the Lagrangian Biduality of Sparsity Minimization Problems
Dheeraj Singaraju, Ehsan Elhamifar, Roberto Tron +2
Recent results in Compressive Sensing have shown that, under certain conditions, the solution to an underdetermined system of linear equations with sparsity-based regularization ca…