Fisher-Riemann geometry for nonparametric probability densities.
Hugo AimarAníbal Chicco RuizIvana GómezPublished in: CoRR (2024)
Keyphrases
- probability density
- density estimation
- kernel density estimation
- parzen window
- density estimates
- gaussian density
- probability density function
- random variables
- gaussian mixture model
- density function
- nonparametric estimation
- maximum likelihood estimation
- probability distribution
- mixture model
- gaussian mixture
- mixture of gaussians
- em algorithm
- intrinsic dimensionality
- outlier detection
- training data