Density estimation by entropy maximization with kernels.
Gengshen FuZois BoukouvalasTülay AdaliPublished in: ICASSP (2015)
Keyphrases
- density estimation
- reproducing kernel hilbert space
- mixture model
- probability density
- mixture modeling
- density function
- mutual information
- outlier detection
- kernel methods
- density estimators
- kernel function
- parzen window
- gaussian mixture model
- support vector
- exponential family
- probability density function
- kernel density estimation
- nonparametric density estimation
- density estimates
- generative model
- multivariate gaussian distribution
- em algorithm
- language model
- knn
- data sets