A Graphical Model Formulation of Collaborative Filtering Neighbourhood Methods with Fast Maximum Entropy Training.
Aaron DefazioTibério S. CaetanoPublished in: ICML (2012)
Keyphrases
- maximum entropy
- graphical models
- iterative scaling
- conditional random fields
- collaborative filtering
- probabilistic model
- belief propagation
- computer vision
- probabilistic graphical models
- image processing
- multi view
- generative model
- random fields
- approximate inference
- conditional independence
- undirected graphical models