Optimality of Message-Passing Architectures for Sparse Graphs.
Aseem BaranwalKimon FountoulakisAukosh JagannathPublished in: NeurIPS (2023)
Keyphrases
- message passing
- belief propagation
- interconnection networks
- distributed systems
- probabilistic inference
- factor graphs
- shared memory
- sum product algorithm
- approximate inference
- distributed shared memory
- inference in graphical models
- junction tree
- tree reweighted
- loopy belief propagation
- optimal solution
- markov random field
- object recognition
- ldpc codes
- max product
- high quality
- image processing
- computer vision