VAE Approximation Error: ELBO and Exponential Families.
Alexander ShekhovtsovDmitrij SchlesingerBoris FlachPublished in: ICLR (2022)
Keyphrases
- approximation error
- exponential family
- log likelihood
- maximum likelihood
- closed form
- graphical models
- density estimation
- statistical models
- missing values
- mixture model
- order statistics
- bregman divergences
- hidden variables
- variational methods
- estimation error
- probabilistic model
- markov chain monte carlo
- particle filter