Probabilistic Inference and Differential Privacy.
Oliver WilliamsFrank McSherryPublished in: NIPS (2010)
Keyphrases
- probabilistic inference
- differential privacy
- differentially private
- graphical models
- privacy preserving
- private data
- privacy guarantees
- bayesian networks
- message passing
- weighted model counting
- data sharing
- belief networks
- privacy preservation
- personal information
- conditional probabilities
- data privacy
- probabilistic model
- neural network
- distributed systems
- feature extraction
- normal form
- data access
- domain knowledge