Compositional Embeddings Using Complementary Partitions for Memory-Efficient Recommendation Systems.
Hao-Jun Michael ShiDheevatsa MudigereMaxim NaumovJiyan YangPublished in: CoRR (2019)
Keyphrases
- user similarity
- memory efficient
- recommendation systems
- collaborative filtering
- user preferences
- recommender systems
- external memory
- user modeling
- collaborative filtering recommendation algorithm
- clustering algorithm
- user feedback
- vector space
- social networks
- personalized recommendation
- web search
- multiple sequence alignment
- recommendation quality
- low dimensional
- dimensionality reduction
- iterative deepening
- search engine
- information retrieval
- loss function
- machine learning
- learning to rank
- expert systems