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20082024
most citedAccelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization

216 citations · 1k across the 31 of their papers we have counts for

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math.NA2020★ 4 cited

Alternating minimization algorithms for graph regularized tensor completion

Yu Guan, Shuyu Dong, Bin Gao +2

We consider a Canonical Polyadic (CP) decomposition approach to low-rank tensor completion (LRTC) by incorporating external pairwise similarity relations through graph Laplacian re…

math.NA2008★ 51 cited

Nonnegative Factorization and The Maximum Edge Biclique Problem

Nicolas Gillis, François Glineur

Nonnegative Matrix Factorization (NMF) is a data analysis technique which allows compression and interpretation of nonnegative data. NMF became widely studied after the publication…