Block-Value Symmetries in Probabilistic Graphical Models.
Gagan MadanAnkit Anand MausamParag SinglaPublished in: UAI (2018)
Keyphrases
- probabilistic graphical models
- graphical models
- markov networks
- first order logic
- belief propagation
- latent variables
- exact inference
- parameter learning
- random variables
- conditional random fields
- approximate inference
- structure learning
- probabilistic inference
- belief functions
- bayesian networks
- least squares
- fuzzy measures
- artificial intelligence
- probabilistic model
- hidden variables
- soft computing
- neural network