Differentially Private Non-Convex Optimization under the KL Condition with Optimal Rates.
Michael MenartEnayat UllahRaman AroraRaef BassilyCristóbal GuzmánPublished in: CoRR (2023)
Keyphrases
- convex optimization
- differentially private
- interior point methods
- total variation
- convex relaxation
- convex optimization problems
- primal dual
- norm minimization
- differential privacy
- operator splitting
- data sets
- privacy preserving
- bit rate
- high dimensional
- image processing
- alternating direction method of multipliers
- feature selection