A Statistical Perspective on Coreset Density Estimation.
Paxton TurnerJingbo LiuPhilippe RigolletPublished in: AISTATS (2021)
Keyphrases
- density estimation
- mixture model
- density function
- probability density
- probability density function
- outlier detection
- parzen window
- mixture modeling
- density estimators
- kernel density estimation
- statistical analysis
- multivariate gaussian distribution
- gaussian mixture model
- em algorithm
- statistical models
- density estimates
- nonparametric density estimation
- expectation maximization
- mutual information
- probabilistic model
- support vector