Unitary Approximate Message Passing for Matrix Factorization.
Zhengdao YuanQinghua GuoYonina C. EldarYonghui LiPublished in: CoRR (2022)
Keyphrases
- matrix factorization
- message passing
- inference in graphical models
- belief propagation
- collaborative filtering
- factorization methods
- junction tree
- recommender systems
- distributed systems
- low rank
- missing data
- probabilistic inference
- sum product algorithm
- markov random field
- approximate inference
- negative matrix factorization
- factor graphs
- nonnegative matrix factorization
- shared memory
- sum product
- binary matrix
- computer vision
- generalized belief propagation
- item recommendation
- dual decomposition
- tensor factorization