Faster Rates of Convergence to Stationary Points in Differentially Private Optimization.
Raman AroraRaef BassilyTomás GonzálezCristóbal GuzmánMichael MenartEnayat UllahPublished in: ICML (2023)
Keyphrases
- differentially private
- rates of convergence
- stationary points
- nonlinear programming
- constrained optimization
- optimization problems
- mathematical programming
- differential privacy
- objective function
- convergence analysis
- linear programming
- optimization methods
- regression function
- genetic algorithm
- training data
- expectation maximization