About the Cost of Central Privacy in Density Estimation.
Clément LalanneAurélien GarivierRémi GribonvalPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- density estimation
- mixture model
- probability density function
- outlier detection
- mixture modeling
- probability density
- parzen window
- density function
- nonparametric density estimation
- density estimates
- kernel density estimates
- kernel density estimation
- em algorithm
- density estimators
- databases
- gaussian mixture model
- expectation maximization
- probability distribution
- training set
- feature space
- feature extraction
- learning algorithm
- kernel density estimator
- machine learning