Articles with "alternating type" as a keyword



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A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization

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Published in 2023 at "IEEE Transactions on Knowledge and Data Engineering"

DOI: 10.1109/tkde.2021.3125947

Abstract: The symmetric Nonnegative Matrix Factorization (NMF), a special but important class of the general NMF, has found numerous applications in data analysis such as various clustering tasks. Unfortunately, designing fast algorithms for the symmetric NMF… read more here.

Keywords: symmetric nonnegative; type algorithms; matrix factorization; alternating type ... See more keywords