Scalable learning of probabilistic latent models for collaborative filtering.
Helge LangsethThomas D. NielsenPublished in: Decis. Support Syst. (2015)
Keyphrases
- latent variable models
- collaborative filtering
- probabilistic model
- learning process
- learning algorithm
- prior knowledge
- supervised learning
- learning models
- learned models
- latent class models
- bayes nets
- accurate models
- hidden variables
- learning tasks
- reinforcement learning
- bayesian networks
- matrix factorization
- prediction accuracy
- knowledge acquisition
- structured prediction
- online learning
- recommender systems
- machine learning