Instance-Optimal Private Density Estimation in the Wasserstein Distance.
Vitaly FeldmanAudra McMillanSatchit SivakumarKunal TalwarPublished in: CoRR (2024)
Keyphrases
- density estimation
- mixture model
- mixture modeling
- probability density function
- density function
- probability density
- outlier detection
- nonparametric density estimation
- density estimators
- multivariate gaussian distribution
- kernel density estimation
- exponential family
- gaussian mixture model
- distance function
- kernel density estimator
- closed form
- em algorithm
- expectation maximization
- distance measure
- probability distribution
- high dimensional