P-tensors: a General Framework for Higher Order Message Passing in Subgraph Neural Networks.
Andrew R. HandsTianyi SunRisi KondorPublished in: AISTATS (2024)
Keyphrases
- message passing
- higher order
- neural network
- high order
- markov random field
- belief propagation
- distributed systems
- shared memory
- pairwise
- distributed shared memory
- factor graphs
- artificial neural networks
- probabilistic inference
- back propagation
- approximate inference
- inference in graphical models
- graph cuts
- clique potentials
- loopy belief propagation
- graphical models
- preprocessing
- message passing interface
- sum product algorithm
- sum product
- multiscale
- image segmentation