Boolean Matrix Factorization and Completion via Message Passing.
Siamak RavanbakhshRussell GreinerPublished in: CoRR (2015)
Keyphrases
- matrix factorization
- message passing
- collaborative filtering
- belief propagation
- distributed systems
- low rank
- recommender systems
- factor graphs
- probabilistic inference
- missing data
- nonnegative matrix factorization
- shared memory
- factorization methods
- negative matrix factorization
- item recommendation
- sum product
- inference in graphical models
- approximate inference
- markov random field
- tensor factorization
- sum product algorithm
- higher order
- graph cuts
- maximum likelihood
- pairwise
- object recognition
- data sets