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utility guarantee

7 papers

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Co-occurring keywords · papers mentioning both

differential privacy (5) convex optimization (2) non-convex optimization (2) security game (1) gradient hard thresholding (1) gradient perturbation (1) expected curvature (1) statistical guarantee (1) model fairness (1) advanced composition (1)

Papers

Dyn-D^2P: Dynamic Differentially Private Decentralized Learning with Provable Utility Guarantee IJCAI 2025 Achievable Fairness on Your Data With Utility Guarantees NeurIPS 2024 Differentially Private Matrix Completion through Low-rank Matrix Factorization AISTATS 2023 Task-level Differentially Private Meta Learning NeurIPS 2022 Gradient Perturbation is Underrated for Differentially Private Convex Optimization IJCAI 2020 Differentially Private Iterative Gradient Hard Thresholding for Sparse Learning IJCAI 2019 On the Inducibility of Stackelberg Equilibrium for Security Games AAAI 2019