NPE: Neural Personalized Embedding for Collaborative Filtering.
ThaiBinh NguyenAtsuhiro TakasuPublished in: CoRR (2018)
Keyphrases
- collaborative filtering
- neighborhood preserving embedding
- locality preserving projections
- personalized recommendation
- user profiles
- recommender systems
- product recommendation
- dimensionality reduction
- matrix factorization
- neural network
- discriminating power
- face recognition
- subspace learning algorithm
- vector space
- manifold learning
- subspace learning
- sparse coding
- principal component analysis
- machine learning
- sparse representation
- signal processing
- subspace methods
- locally linear embedding
- feature extraction
- feature selection
- learning algorithm