Forest Density Estimation.
Han LiuMin XuHaijie GuAnupam GuptaJohn D. LaffertyLarry A. WassermanPublished in: J. Mach. Learn. Res. (2011)
Keyphrases
- density estimation
- mixture model
- probability density function
- density function
- mixture modeling
- outlier detection
- probability density
- kernel density estimation
- nonparametric density estimation
- density estimators
- multivariate gaussian distribution
- kernel density estimates
- parzen window
- gaussian mixture model
- exponential family
- training data
- machine learning
- data sets
- model selection
- em algorithm
- expectation maximization
- knn