Information-theoretic approach to unimodal density estimation.
Patrick L. BrockettAbraham CharnesKwang H. PaickPublished in: IEEE Trans. Inf. Theory (1995)
Keyphrases
- density estimation
- mixture model
- density function
- probability density function
- probability density
- gaussian mixture model
- kernel density estimates
- kernel density estimation
- exponential family
- outlier detection
- density estimators
- multivariate gaussian distribution
- parzen window
- nonparametric density estimation
- mixture modeling
- em algorithm
- expectation maximization
- markov random field
- density estimates
- databases
- multi class
- support vector machine
- data streams
- reinforcement learning
- face recognition