A Unifying Tutorial on Approximate Message Passing.
Oliver Y. FengRamji VenkataramananCynthia RushRichard J. SamworthPublished in: Found. Trends Mach. Learn. (2022)
Keyphrases
- message passing
- inference in graphical models
- belief propagation
- distributed systems
- junction tree
- approximate inference
- factor graphs
- probabilistic inference
- sum product algorithm
- shared memory
- graphical models
- maximum likelihood
- ldpc codes
- markov random field
- max product
- generalized belief propagation
- sum product
- distributed shared memory
- generative model
- graph cuts
- high quality