Manifold Density Estimation via Generalized Dequantization.
James A. BrofosMarcus A. BrubakerRoy R. LedermanPublished in: CoRR (2021)
Keyphrases
- density estimation
- generative topographic mapping
- mixture model
- probability density function
- outlier detection
- parzen window
- mixture modeling
- probability density
- density function
- density estimators
- density estimates
- gaussian mixture model
- data analysis
- multivariate gaussian distribution
- nonparametric density estimation
- kernel density estimation
- computer vision
- gaussian mixture
- em algorithm
- low dimensional
- high dimensional
- exponential family
- euclidean space
- semi supervised
- preprocessing
- learning algorithm