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Non-negative matrix factorization and deconvolution as a dual simplex problem.
PMID 41535969 · PMC12888666 · Genome biology · 2026 · 8 claims · 3 setups
The NMF optimization problem can be reduced to searching for K(K-1) variables, independent of the original matrix size M×N.