Optimal Algorithms for Differentially Private Stochastic Monotone Variational Inequalities and Saddle-Point Problems.
Digvijay BoobCristóbal GuzmánPublished in: CoRR (2021)
Keyphrases
- variational inequalities
- saddle point
- interior point
- primal dual
- sensitivity analysis
- differentially private
- linear programming
- optimization problems
- convex sets
- worst case
- learning algorithm
- nash equilibrium
- penalty function
- fixed point
- optimal solution
- maximum margin
- structured prediction
- game theory
- interior point methods
- dynamic programming
- cooperative