Toward Implicit Sample Noise Modeling: Deviation-driven Matrix Factorization

Guang-He Lee, Shao-Wen Yang, Shou-De Lin

The objective function of a matrix factorization model usually aims to minimize the average of a regression error contributed by each element. However, given the existence of stoch…