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renyi differential privacy

12 papers

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Also known as

RDP

Co-occurring keywords

privacy amplification (29) stochastic gradient descent (1091) differential privacy (1016) fisher information leakage (1) functional privacy (1) byzantine robust training (1) differential privacy mechanism (1) type ii error (8) sample size (8) sparse vector technique (6)

Papers

Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement NIPS 2024
Functional Renyi Differential Privacy for Generative Modeling NIPS 2023
TAN Without a Burn: Scaling Laws of DP-SGD ICML 2023
Private Sequential Hypothesis Testing for Statisticians: Privacy, Error Rates, and Sample Size AISTATS 2022
Renyi Differential Privacy of Propose-Test-Release and Applications to Private and Robust Machine Learning NIPS 2022
Bounding Training Data Reconstruction in Private (Deep) Learning ICML 2022
Renyi Differential Privacy of The Subsampled Shuffle Model In Distributed Learning NIPS 2021
Improving Sparse Vector Technique with Renyi Differential Privacy NIPS 2020
Renyi Differentially Private ERM for Smooth Objectives AISTATS 2019
Subsampled Renyi Differential Privacy and Analytical Moments Accountant AISTATS 2019
Poission Subsampled Rényi Differential Privacy ICML 2019
Renyi Differential Privacy Mechanisms for Posterior Sampling NIPS 2017