Algorithms and applications for approximate nonnegative matrix factorization

Learning the parts of objects by non-negative matrix factorization

Daniel D. Lee, H. Sebastian Seung · Nature · 1999 · 13.8K citations

Non-negative Matrix Factorization, Machine Vision, Image Analysis +11

Positive matrix factorization: A non‐negative factor model with optimal utilization of error estimates of data values

Pentti Paatero, Unto Tapper · Environmetrics · 1994 · 6.1K citations

Low-rank Approximation, Engineering, Optimal Utilization +15

Algorithms for Non-negative Matrix Factorization

Daniel D. Lee, H. Sebastian Seung · 2000 · 5.5K citations

ALGORITHMS FOR NON-NEGATIVE MATRIX FACTORIZATION

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

Engineering, Matrix Factorization, Data Mining +5

An efficient method for finding the minimum of a function of several variables without calculating derivatives

M. J. D. Powell · The Computer Journal · 1964 · 4.5K citations

Mathematical Programming, Numerical Analysis, Several Variables +15