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rényi differential privacy

3 papers

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RDP

Co-occurring keywords · papers mentioning both

differential privacy (2) private gradient descent (1) private machine learning (1) relative gaussian mechanism (1) unadjusted langevin algorithm (1) girsanov's theorem (1) privacy accounting (1) gaussian mechanism (1) stochastic gradient langevin dynamics (1) privacy-utility trade-off (1)

Papers

Differential Privacy Guarantees of Markov Chain Monte Carlo Algorithms ICML 2025 The Relative Gaussian Mechanism and its Application to Private Gradient Descent AISTATS 2024 Practical Differentially Private Hyperparameter Tuning with Subsampling NeurIPS 2023