Mixture Proportion Estimation via Kernel Embedding of Distributions.
Harish G. RamaswamyClayton ScottAmbuj TewariPublished in: CoRR (2016)
Keyphrases
- gaussian distribution
- heavy tailed distributions
- exponential family
- parzen window
- heavy tailed
- graph embedding
- probability density
- probability distribution
- kernel function
- gaussian model
- estimation algorithm
- vector space
- parameter estimation
- probabilistic model
- kernel density estimation
- kernel methods
- dirichlet distribution
- gamma distributions
- kernel pca
- density estimation
- maximum likelihood estimates
- closed form
- statistical distributions
- kullback leibler distance
- mixture distribution
- probability distribution function
- multivariate gaussian
- mixture distributions
- maximum likelihood estimation