Non-negative Matrix Factorization (NMF)

Regularized NMF

Extension of NMF incorporating regularization terms in the objective function to control model complexity and avoid overfitting. Regularization can impose sparsity, smoothness, or other desirable constraints on the factorized matrices.

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