Latent Factor Analysis for High-dimensional and Sparse Matrices

Latent Factor Analysis for High-dimensional and Sparse Matrices

A particle swarm optimization-based approach

Luo, Xin; Yuan, Ye

Springer Verlag, Singapore

11/2022

92

Mole

Inglês

9789811967023

15 a 20 dias

168

Descrição não disponível.
Chapter 1. Introduction.- Chapter 2. Learning rate-free Latent Factor Analysis via PSO.- Chapter 3. Learning Rate and Regularization Coefficient-free Latent Factor Analysis via PSO.- Chapter 4. Regularization and Momentum Coefficient-free Non-negative Latent Factor Analysis via PSO.- Chapter 5. Advanced Learning rate-free Latent Factor Analysis via P2SO.- Chapter 6. Conclusion and Discussion.
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Latent factor analysis;High-dimensional and Sparse;Hyper-parameter-free;Particle Swarm Optimization;Recommended system