Distributed Parallel Inference on Large Factor Graphs
Joseph GonzalezYucheng LowCarlos GuestrinDavid R. O'HallaronPublished in: CoRR (2012)
Keyphrases
- factor graphs
- inference problems
- message passing
- graphical models
- belief propagation
- distributed systems
- approximate inference
- exact inference
- probabilistic inference
- latent variables
- probabilistic graphical models
- parameter learning
- markov random field
- cost model
- markov networks
- bayesian networks
- parameter estimation
- undirected graphical models