A Proportional-Integral Controller-Incorporated SGD Algorithm for High Efficient Latent Factor Analysis

Jinli Li, Shiyu Long, Minglian Han

In industrial big data scenarios, high-dimensional sparse matrices (HDI) are widely used to characterize high-order interaction relationships among massive nodes. The stochastic gr…