A unifying tutorial on Approximate Message Passing.
Oliver Y. FengRamji VenkataramananCynthia RushRichard J. SamworthPublished in: CoRR (2021)
Keyphrases
- message passing
- inference in graphical models
- belief propagation
- distributed systems
- shared memory
- probabilistic inference
- junction tree
- approximate inference
- markov random field
- graphical models
- factor graphs
- matrix multiplication
- sum product algorithm
- sum product
- distributed shared memory
- image processing
- pairwise
- preprocessing
- ldpc codes
- generalized belief propagation
- high quality