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output perturbation

3 papers

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Co-occurring keywords · papers mentioning both

empirical risk minimization (2) differential privacy (2) local deletion sensitivity (1) group disparity (1) user-level privacy (1) renyi differential privacy (1) bias mitigation (1) stochastic convex optimization (1) strongly convex (1) stochastic gradient descent (1)

Papers

On User-Level Private Convex Optimization ICML 2023 Differentially Private Empirical Risk Minimization under the Fairness Lens NeurIPS 2021 Renyi Differentially Private ERM for Smooth Objectives AISTATS 2019