Inequalities and bounds for kernel length-biased density estimation.
Broderick O. OluyedePublished in: Appl. Math. Comput. (2003)
Keyphrases
- density estimation
- kernel density estimation
- reproducing kernel hilbert space
- parzen window
- density estimates
- nonparametric density estimation
- kernel density estimates
- kernel density estimator
- mixture model
- probability density function
- mixture modeling
- probability density
- density function
- outlier detection
- kernel function
- kernel methods
- error bounds
- gaussian mixture model
- lower bound
- support vector
- data sets
- em algorithm
- expectation maximization
- mutual information
- density estimators
- vc dimension
- markov random field
- kernel machines
- active learning
- high dimensional
- machine learning
- data mining