The Random Conditional Distribution for Higher-Order Probabilistic Inference.
Zenna TavaresXin ZhangEdgar MinaysanJavier BurroniRajesh RanganathArmando Solar-LezamaPublished in: CoRR (2019)
Keyphrases
- probabilistic inference
- conditional distribution
- higher order
- conditional probabilities
- random variables
- graphical models
- joint distribution
- probability distribution
- bayesian networks
- gaussian process
- belief networks
- approximate inference
- conditional random fields
- probabilistic model
- message passing
- exact inference
- high order
- marginal distributions
- markov random field
- pairwise
- posterior distribution
- belief propagation
- latent variables
- regression model
- cross validation
- posterior probability
- training data
- probabilistic graphical models
- latent variable models
- factor graphs