Local Density Estimation in High Dimensions.
Xian WuMoses CharikarVishnu NatchuPublished in: CoRR (2018)
Keyphrases
- density estimation
- high dimensions
- high dimensional data
- high dimensional
- mixture model
- probability density function
- probability density
- poor quality
- density function
- outlier detection
- high dimensional spaces
- density estimates
- multi dimensional
- nonparametric density estimation
- low dimensional
- databases
- parzen window
- em algorithm
- gaussian mixture model
- nearest neighbor
- data analysis
- real world
- density estimators
- generative model
- high dimensionality
- probabilistic model
- image sequences
- information retrieval
- data sets
- database