Oldies but Goldies: D. Lee et S. Seung, Learning the parts of objects by non-negative matrix factorization, Nature (1999). Lee and Seung proposed the most popular matrix factorization algorithm, which operates by multiplicative updates.
https://en.wikipedia.org/wiki/Non-negative_matrix_factorization
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