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Matrix factorization and factorization machine. (A) In MF, a matrix is decomposed into two lower-dimensional matrices with the same latent factor. The dot product of lower-dimensional matrices is used to reconstitute the new matrix to calculate the loss function. (B) An FM transforms sample and features data to the binary representation and can incorporate additional features.
