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