A Graphical Model Formulation of Collaborative Filtering Neighbourhood Methods with Fast Maximum Entropy Training

Aaron Defazio Tibério S. Caetano

Published in: CoRR (2012)

Keyphrases

maximum entropy
graphical models
iterative scaling
conditional random fields
collaborative filtering
random variables
named entities
belief propagation
markov networks
recommender systems
probabilistic inference