Bayesian Pseudo Posterior Mechanism under Asymptotic Differential Privacy.
Terrance D. SavitskyMatthew R. WilliamsJingchen HuPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- differential privacy
- differentially private
- privacy guarantees
- posterior distribution
- posterior probability
- privacy preserving
- private data
- tabular data
- privacy preservation
- data sharing
- bayesian networks
- data privacy
- data quality
- bayesian framework
- probabilistic model
- data distribution
- database applications
- probability distribution
- data sets
- anonymized data