DP-SEP! Differentially Private Stochastic Expectation Propagation.
Margarita VinarozMijung ParkPublished in: CoRR (2021)
Keyphrases
- differentially private
- expectation propagation
- gaussian process
- bayesian inference
- approximate inference
- differential privacy
- density estimation
- dynamic programming
- variational bayes
- bayesian methods
- latent variables
- gaussian processes
- posterior distribution
- gaussian mixture model
- probabilistic model
- belief propagation
- message passing
- probabilistic inference
- regression model
- privacy preserving
- model selection
- graphical models
- data sets
- stereo matching
- random variables
- data sharing
- markov random field
- knowledge discovery
- information retrieval