Implicit Density Estimation by Local Moment Matching to Sample from Auto-Encoders
Yoshua BengioGuillaume AlainSalah RifaiPublished in: CoRR (2012)
Keyphrases
- density estimation
- mixture model
- density function
- probability density function
- outlier detection
- probability density
- parzen window
- nonparametric density estimation
- kernel density estimation
- mixture modeling
- gaussian mixture model
- multivariate gaussian distribution
- density estimators
- density estimates
- em algorithm
- expectation maximization
- machine learning
- databases