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most citedFast Latent Factor Analysis via a Fuzzy PID-Incorporated Stochastic Gradient Descent Algorithm

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cs.LG2025

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…