Epsilon Voting: Mechanism Design for Parameter Selection in Differential Privacy.
Nitin KohliPaul LaskowskiPublished in: PAC (2018)
Keyphrases
- parameter selection
- mechanism design
- differential privacy
- differentially private
- preference aggregation
- social choice
- privacy preserving
- game theory
- incomplete information
- privacy guarantees
- combinatorial auctions
- data sharing
- privacy preservation
- model selection
- incentive compatible
- auction mechanisms
- personal information
- private information
- data privacy
- learning algorithm
- cross validation
- data warehouse
- objective function
- social networks