Dirichlet Mechanism for Differentially Private KL Divergence Minimization.
Donlapark PonnopratPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- differentially private
- kl divergence
- kullback leibler divergence
- mahalanobis distance
- differential privacy
- information theoretic
- gaussian mixture
- exponential family
- gaussian distribution
- objective function
- machine learning
- information theory
- em algorithm
- probabilistic latent semantic analysis
- data mining
- posterior distribution
- statistical models
- probability density
- euclidean distance
- mixture model
- generative model