Boolean Matrix Factorization and Noisy Completion via Message Passing.
Siamak RavanbakhshBarnabás PóczosRussell GreinerPublished in: ICML (2016)
Keyphrases
- matrix factorization
- message passing
- missing data
- belief propagation
- collaborative filtering
- low rank
- recommender systems
- shared memory
- distributed systems
- inference in graphical models
- nonnegative matrix factorization
- factor graphs
- markov random field
- probabilistic inference
- approximate inference
- factorization methods
- graphical models
- negative matrix factorization
- sum product
- pairwise
- sum product algorithm
- incomplete data
- high quality
- tensor factorization
- image sequences
- sparse representation
- binary matrix
- probabilistic model
- graph cuts