DP-EM: Differentially Private Expectation Maximization.
Mijung ParkJames R. FouldsKamalika ChoudharyMax WellingPublished in: AISTATS (2017)
Keyphrases
- expectation maximization
- differentially private
- em algorithm
- dynamic programming
- differential privacy
- maximum likelihood
- probabilistic model
- mixture model
- parameter estimation
- gaussian mixture model
- generative model
- gaussian mixture
- image segmentation
- gaussian distribution
- k means
- digital libraries
- privacy guarantees
- database
- mixed effects
- graphical models
- data sources
- hidden markov models
- data model
- data sets