Empirical Risk Minimization in Non-interactive Local Differential Privacy Revisited.
Di WangMarco GaboardiJinhui XuPublished in: NeurIPS (2018)
Keyphrases
- empirical risk minimization
- differential privacy
- differentially private
- uniform convergence
- privacy preserving
- statistical learning theory
- vc dimension
- empirical risk
- privacy preservation
- rates of convergence
- phase transition
- personal information
- data model
- generalization bounds
- data privacy
- data sharing
- loss function
- sufficient conditions
- principal component analysis