A Bayesian Nonparametric Approach to Differentially Private Data.
Fadhel AyedMarco BattistonGiuseppe Di BenedettoPublished in: PSD (2020)
Keyphrases
- private data
- bayesian nonparametric
- inverse reinforcement learning
- gaussian process
- mixture model
- data sharing
- privacy preserving
- variational inference
- differential privacy
- personal information
- sensitive information
- private information
- privacy protection
- data privacy
- preference elicitation
- third party
- privacy preserving data mining
- low dimensional
- dirichlet process
- regression model
- information sharing
- bayesian inference
- bayesian framework