Overcoming the Curse of Dimensionality in Density Estimation with Mixed Sobolev GANs.
Liang DingRui TuoShahin ShahrampourPublished in: CoRR (2020)
Keyphrases
- density estimation
- mixture model
- mixture modeling
- density function
- probability density function
- probability density
- outlier detection
- gaussian mixture model
- nonparametric density estimation
- parzen window
- density estimators
- exponential family
- kernel density estimation
- em algorithm
- multivariate gaussian distribution
- density estimates
- pattern classification
- bayesian framework
- model selection
- active learning