The continuous categorical: a novel simplex-valued exponential family.
Elliott Gordon-RodríguezGabriel Loaiza-GanemJohn P. CunninghamPublished in: CoRR (2020)
Keyphrases
- exponential family
- log likelihood
- graphical models
- maximum likelihood
- closed form
- density estimation
- statistical models
- mixture model
- missing values
- order statistics
- probability density function
- variational methods
- hidden variables
- piecewise linear
- high dimensional data
- bayesian framework
- structure learning
- parameter estimation