A Deep Latent Factor Model for High-Dimensional and Sparse Matrices in Recommender Systems

2019 ◽  
pp. 1-12 ◽  
Author(s):  
Di Wu ◽  
Xin Luo ◽  
Mingsheng Shang ◽  
Yi He ◽  
Guoyin Wang ◽  
...  
Keyword(s):  
Recommender Systems ◽  
Factor Model ◽  
Sparse Matrices ◽  
High Dimensional ◽  
Latent Factor ◽  
Latent Factor Model

Randomized latent factor model for high-dimensional and sparse matrices from industrial applications

2019 ◽  
Vol 6 (1) ◽  
pp. 131-141 ◽  
Author(s):  
Mingsheng Shang ◽  
Xin Luo ◽  
Zhigang Liu ◽  
Jia Chen ◽  
Ye Yuan ◽  
...  
Keyword(s):  
Factor Model ◽  
Sparse Matrices ◽  
Industrial Applications ◽  
High Dimensional ◽  
Latent Factor ◽  
Latent Factor Model

scholarly journals MILFM: Multiple index latent factor model based on high-dimensional features

Biometrics ◽  
2018 ◽  
Vol 74 (3) ◽  
pp. 834-844 ◽  
Author(s):  
Hojin Yang ◽  
Hongtu Zhu ◽  
Joseph G. Ibrahim
Keyword(s):  
Factor Model ◽  
High Dimensional ◽  
Latent Factor ◽  
Model Based ◽  
Latent Factor Model
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