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private optimization

6 papers

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Co-occurring keywords · papers mentioning both

differential privacy (6) stochastic convex optimization (2) convex loss (2) uniform stability (1) rashomon set (1) gradient manipulation (1) excess population risk (1) smooth objective (1) objective perturbation (1) langevin diffusion (1)

Papers

Differentially private optimization for non-decomposable objective functions ICLR 2025 Differentially Private Stochastic Convex Optimization under a Quantile Loss Function ICML 2023 Universality of Langevin Diffusion for Private Optimization, with Applications to Sampling from Rashomon Sets COLT 2023 Differentially Private Generalized Linear Models Revisited NeurIPS 2022 Private optimization in the interpolation regime: faster rates and hardness results ICML 2022 Efficient Private ERM for Smooth Objectives IJCAI 2017