Nonnegative matrix factorization and I-divergence alternating minimization

Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm

A. P. Dempster, N. M. Laird, Donald B. Rubin · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1977 · 49.7K citations

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Learning the parts of objects by non-negative matrix factorization

Daniel D. Lee, H. Sebastian Seung · Nature · 1999 · 14.1K citations

Computing, Computer Science, Computer Vision +11

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D Seung, Lin-Wen Lee · 2001 · 4.8K citations

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On the Convergence Properties of the EM Algorithm

Changbao Wu · The Annals of Statistics · 1983 · 3.3K citations · Full text

Computing, Computer Science, Algorithms +16