Bandwidth selection for kernel log-density estimation.
Martin L. HazeltonMurray P. CoxPublished in: Comput. Stat. Data Anal. (2016)
Keyphrases
- feature vectors
- density estimation
- gaussian mixture model
- feature space
- kernel density estimation
- density estimates
- parzen window
- reproducing kernel hilbert space
- nonparametric density estimation
- kernel density estimates
- kernel density estimator
- mixture model
- probability density
- probability density function
- density function
- outlier detection
- mixture modeling
- density estimators
- multivariate gaussian distribution
- kernel methods
- databases
- regularized least squares
- mutual information
- maximum likelihood estimation
- unsupervised learning
- maximum likelihood
- dimensionality reduction
- support vector