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20182026
most citedScalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs

34 citations · 69 across the 8 of their papers we have counts for

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cs.LG2020★ 18 cited

Simplex-Structured Matrix Factorization: Sparsity-based Identifiability and Provably Correct Algorithms

Maryam Abdolali, Nicolas Gillis

In this paper, we provide novel algorithms with identifiability guarantees for simplex-structured matrix factorization (SSMF), a generalization of nonnegative matrix factorization.…