Efficient Algorithms for Privately Releasing Marginals via Convex Relaxations.
Cynthia DworkAleksandar NikolovKunal TalwarPublished in: CoRR (2013)
Keyphrases
- convex relaxation
- private data
- convex optimization
- globally optimal
- multi label
- graphical models
- differential privacy
- multistage
- multiple kernel learning
- efficient optimization
- contingency tables
- optimization methods
- image classification
- privacy protection
- sensitive information
- light field
- machine learning
- binary classification
- privacy preserving
- higher order