Half-Hop: A graph upsampling approach for slowing down message passing.
Mehdi AzabouVenkataramana GaneshShantanu ThakoorChi-Heng LinLakshmi SathideviRan LiuMichal ValkoPetar VelickovicEva L. DyerPublished in: CoRR (2023)
Keyphrases
- message passing
- belief propagation
- distributed systems
- probabilistic inference
- inference in graphical models
- shared memory
- factor graphs
- markov random field
- distributed shared memory
- max product
- tree reweighted
- junction tree
- approximate inference
- singly connected
- sum product algorithm
- depth map
- loopy belief propagation
- matrix multiplication
- graphical models
- preprocessing