How Powerful are K-hop Message Passing Graph Neural Networks.
Jiarui FengYixin ChenFuhai LiAnindya SarkarMuhan ZhangPublished in: CoRR (2022)
Keyphrases
- message passing
- neural network
- belief propagation
- probabilistic inference
- shared memory
- inference in graphical models
- markov random field
- singly connected
- distributed systems
- factor graphs
- graphical models
- distributed shared memory
- junction tree
- approximate inference
- tree reweighted
- max product
- back propagation
- sum product algorithm
- sum product
- matrix multiplication
- exact inference
- ldpc codes
- artificial neural networks
- stereo matching
- loopy belief propagation
- graph cuts
- maximum likelihood
- three dimensional