Local Density Estimation in High Dimensions.
Xian WuMoses CharikarVishnu NatchuPublished in: ICML (2018)
Keyphrases
- high dimensions
- density estimation
- high dimensional data
- high dimensional
- mixture model
- density function
- probability density function
- probability density
- high dimensional spaces
- parzen window
- nonparametric density estimation
- outlier detection
- density estimators
- gaussian mixture model
- dimensionality reduction
- poor quality
- em algorithm
- machine learning
- generative model
- nearest neighbor
- data points
- high resolution
- training data
- similarity measure
- image segmentation
- computer vision