Efficient Algorithms for Privately Releasing Marginals via Convex Relaxations.
Cynthia DworkAleksandar NikolovKunal TalwarPublished in: Discret. Comput. Geom. (2015)
Keyphrases
- convex relaxation
- private data
- convex optimization
- globally optimal
- graphical models
- differential privacy
- multistage
- multi label
- contingency tables
- multiple kernel learning
- optimization methods
- privacy protection
- efficient optimization
- image processing
- sensitive information
- support vectors
- image classification
- probabilistic model
- high resolution