Differentially Private Convex Optimization with Feasibility Guarantees.
Vladimir DvorkinFerdinando FiorettoPascal Van HentenryckJalal KazempourPierre PinsonPublished in: CoRR (2020)
Keyphrases
- convex optimization
- differentially private
- differential privacy
- privacy guarantees
- interior point methods
- total variation
- primal dual
- norm minimization
- operator splitting
- convex optimization problems
- privacy preserving
- contingency tables
- optimization problems
- high resolution
- object recognition
- alternating direction method of multipliers
- computer vision