About the Cost of Central Privacy in Density Estimation.

Clément Lalanne Aurélien Garivier Rémi Gribonval

Published 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