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most citedRank-Sparsity Incoherence for Matrix Decomposition

688 citations · 1.9k across the 57 of their papers we have counts for

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math.OC2009★ 688 cited

Rank-Sparsity Incoherence for Matrix Decomposition

Venkat Chandrasekaran, Sujay Sanghavi, Pablo A. Parrilo +1

Suppose we are given a matrix that is formed by adding an unknown sparse matrix to an unknown low-rank matrix. Our goal is to decompose the given matrix into its sparse and low-ran…

cs.NI2009

Node Weighted Scheduling

Gagan Raj Gupta, Sujay Sanghavi, Ness B. Shroff

This paper proposes a new class of online policies for scheduling in input-buffered crossbar switches. Our policies are throughput optimal for a large class of arrival processes wh…