Hypergraph Neural Networks through the Lens of Message Passing: A Common Perspective to Homophily and Architecture Design.
Lev TelyatnikovMaria Sofia BucarelliGuillermo BernárdezOlga ZaghenSimone ScardapanePietro LioPublished in: CoRR (2023)
Keyphrases
- message passing
- neural network
- belief propagation
- distributed systems
- sum product algorithm
- higher order
- pairwise
- markov random field
- factor graphs
- graphical models
- probabilistic inference
- inference in graphical models
- distributed shared memory
- ldpc codes
- shared memory
- approximate inference
- sum product
- viewpoint
- artificial neural networks
- multilayer perceptron
- loopy belief propagation
- graph cuts
- matrix multiplication
- np hard
- similarity measure