Stability and Generalization Capabilities of Message Passing Graph Neural Networks.
Sohir MaskeyYunseok LeeRon LevieGitta KutyniokPublished in: CoRR (2022)
Keyphrases
- message passing
- generalization capabilities
- neural network
- radial basis function
- belief propagation
- distributed systems
- probabilistic inference
- tree reweighted
- inference in graphical models
- artificial neural networks
- junction tree
- shared memory
- graphical models
- distributed shared memory
- factor graphs
- approximate inference
- max product
- pattern recognition
- sum product algorithm
- multilayer perceptron
- markov random field
- genetic algorithm
- loopy belief propagation
- sum product
- image processing
- high quality
- computer vision
- small number