Fair Densities via Boosting the Sufficient Statistics of Exponential Families.
Alexander SoenHisham HusainRichard NockPublished in: ICML (2023)
Keyphrases
- exponential family
- sufficient statistics
- hidden variables
- probability density function
- expectation maximization
- maximum likelihood
- density estimation
- closed form
- graphical models
- bayesian inference
- probabilistic model
- learning algorithm
- missing values
- log likelihood
- bayesian networks
- statistical models
- transition probabilities
- generative model
- mixture model
- latent variables
- data points
- em algorithm
- k means
- feature selection
- bayesian framework
- probability distribution
- machine learning
- data sets
- posterior distribution
- parameter estimation
- variational methods
- markov chain
- order statistics
- low dimensional