All in the Exponential Family: Bregman Duality in Thermodynamic Variational Inference.
Rob BrekelmansVaden MasraniFrank WoodGreg Ver SteegAram GalstyanPublished in: CoRR (2020)
Keyphrases
- exponential family
- variational inference
- maximum likelihood
- graphical models
- closed form
- statistical models
- log likelihood
- density estimation
- missing values
- variational methods
- mixture model
- hidden variables
- order statistics
- parameter estimation
- probability density function
- probabilistic inference
- multiscale
- random variables
- probabilistic graphical models
- scoring function
- markov chain monte carlo
- gaussian mixture model