Search Results for author: Yuanyi Liu

Found 3 papers, 0 papers with code

An Adam-enhanced Particle Swarm Optimizer for Latent Factor Analysis

no code implementations23 Feb 2023 Jia Chen, Renyu Zhang, Yuanyi Liu

Recently, Swarm Intelligence-related LFA models have been proposed and adopted widely to improve the optimization process of LFA with high efficiency, i. e., the Particle Swarm Optimization (PSO)-LFA model.

A Dynamic-Neighbor Particle Swarm Optimizer for Accurate Latent Factor Analysis

no code implementations23 Feb 2023 Jia Chen, Yixian Chun, Yuanyi Liu, Renyu Zhang, Yang Hu

High-Dimensional and Incomplete matrices, which usually contain a large amount of valuable latent information, can be well represented by a Latent Factor Analysis model.

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