Private Stochastic Convex Optimization with Optimal Rates.
Raef BassilyVitaly FeldmanKunal TalwarAbhradeep Guha ThakurtaPublished in: NeurIPS (2019)
Keyphrases
- convex optimization
- interior point methods
- low rank
- convex optimization problems
- primal dual
- convex formulation
- total variation
- optimal solution
- norm minimization
- convex relaxation
- basis pursuit
- computational complexity
- dynamic programming
- semidefinite program
- machine learning
- globally optimal
- higher order
- pairwise
- multiscale
- image processing