Complexity-regularized multiresolution density estimation.
Rebecca M. WillettRobert D. NowakPublished in: ISIT (2004)
Keyphrases
- density estimation
- multiresolution
- mixture model
- probability density function
- probability density
- density function
- parzen window
- nonparametric density estimation
- outlier detection
- gaussian mixture model
- mixture modeling
- multivariate gaussian distribution
- kernel density estimation
- em algorithm
- worst case
- reproducing kernel hilbert space
- exponential family
- support vector machine
- probability distribution
- bayesian networks
- data mining