UAMPnet: Unrolled approximate message passing network for nonconvex regularization.
Hui ZhangShoujiang LiYong LiangHai ZhangMengmeng DuPublished in: Expert Syst. Appl. (2023)
Keyphrases
- message passing
- inference in graphical models
- junction tree
- belief propagation
- distributed systems
- singly connected
- markov random field
- probabilistic inference
- factor graphs
- shared memory
- distributed shared memory
- bayesian networks
- objective function
- matrix multiplication
- sum product algorithm
- sum product
- ldpc codes
- optimization problems
- object recognition