Unitary Approximate Message Passing for Matrix Factorization.
Zhengdao YuanQinghua GuoYonina C. EldarYonghui LiPublished in: ICASSP (2024)
Keyphrases
- matrix factorization
- message passing
- inference in graphical models
- collaborative filtering
- belief propagation
- recommender systems
- distributed systems
- low rank
- negative matrix factorization
- missing data
- factor graphs
- probabilistic inference
- nonnegative matrix factorization
- shared memory
- approximate inference
- factorization methods
- sum product algorithm
- markov random field
- junction tree
- high quality
- image segmentation
- graphical models
- sum product
- computer vision
- image classification
- face recognition
- binary matrix