Scalable Recommendation with Poisson Factorization.
Prem GopalanJake M. HofmanDavid M. BleiPublished in: CoRR (2013)
Keyphrases
- recommender systems
- recommendation systems
- collaborative filtering
- matrix factorization
- closed form
- highly scalable
- singular value decomposition
- user preferences
- poisson distribution
- lightweight
- real time
- cloud computing
- dimensionality reduction
- image sequences
- information retrieval
- cold start problem
- tensor factorization
- latent factor models
- data sets