Logical Message Passing Networks with One-hop Inference on Atomic Formulas.
Zihao WangYangqiu SongGinny Y. WongSimon SeePublished in: ICLR (2023)
Keyphrases
- message passing
- probabilistic inference
- singly connected
- factor graphs
- sum product algorithm
- inference in graphical models
- belief propagation
- sum product
- loopy belief propagation
- graphical models
- distributed systems
- max product
- probabilistic reasoning
- junction tree
- shared memory
- exact inference
- approximate inference
- bayesian networks
- belief networks
- markov random field
- distributed shared memory
- energy function
- dual decomposition
- bayesian inference
- probabilistic model