Relative Loss Bounds for On-line Density Estirnation with the Exponential Family of Distributions.
Katy S. AzouryManfred K. WarmuthPublished in: UAI (1999)
Keyphrases
- exponential family
- loss bounds
- bregman divergences
- maximum likelihood
- density estimation
- closed form
- graphical models
- kl divergence
- log likelihood
- statistical models
- missing values
- mixture model
- probability density
- order statistics
- probability density function
- hidden variables
- worst case
- expert advice
- probabilistic model
- variational methods
- random variables
- missing data
- machine learning
- markov chain monte carlo
- statistical model
- data points