Neural Embedding Singular Value Decomposition for Collaborative Filtering.
Tianlin HuangRujie ZhaoLvqing BiDefu ZhangChao LuPublished in: IEEE Trans. Neural Networks Learn. Syst. (2022)
Keyphrases
- singular value decomposition
- collaborative filtering
- recommender systems
- least squares
- singular values
- low rank
- matrix factorization
- dimensionality reduction
- dimension reduction
- latent semantic indexing
- principal component analysis
- vector space
- neural network
- latent semantic analysis
- singular vectors
- factorization method
- low rank approximation
- matrix completion
- measurement matrix
- information retrieval
- watermarking algorithm
- multidimensional scaling
- convex optimization
- null space
- co occurrence
- correlation matrix