Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework

Short summary

This paper unifies algorithms for nonnegative matrix and tensor factorization (NMF/NTF) under the block coordinate descent (BCD) framework, explaining their convergence and proposing efficient updating methods.

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