Information geometry of the Tojo-Yoshino's exponential family on the Poincaré upper plane.
Frank NielsenKazuki OkamuraPublished in: CoRR (2022)
Keyphrases
- exponential family
- bregman divergences
- maximum likelihood
- log likelihood
- graphical models
- statistical models
- closed form
- density estimation
- missing values
- mixture model
- order statistics
- kl divergence
- probability density function
- hidden variables
- variational methods
- markov chain monte carlo
- bayesian networks
- hyperparameters
- approximate inference
- parameter estimation
- high dimensional