Density Estimation in High-Dimensional Spaces: A Multivariate Histogram Approach.
Pedro StrechtJoão Mendes-MoreiraCarlos SoaresPublished in: ADMA (2) (2022)
Keyphrases
- density estimation
- multivariate gaussian distribution
- mixture model
- density function
- probability density function
- probability density
- mixture modeling
- nonparametric density estimation
- kernel density estimation
- gaussian mixture model
- generative topographic mapping
- density estimates
- parzen window
- density estimators
- em algorithm
- mean shift
- outlier detection
- gaussian mixture
- probabilistic model
- machine learning
- principal component analysis
- language model