Quantifying Variational Approximation for Log-Partition Function.
Romain CossonDevavrat ShahPublished in: COLT (2021)
Keyphrases
- approximate inference
- exact inference
- graphical models
- belief propagation
- structured prediction
- message passing
- probabilistic inference
- latent variables
- gaussian process
- closed form
- dynamic bayesian networks
- bayesian networks
- variational methods
- parameter estimation
- probabilistic graphical models
- free energy
- topic models
- efficient learning
- learning algorithm
- factor graphs