privacy accounting

Balls-and-Bins Sampling for DP-SGD AISTATS 2025 Dyn-D^2P: Dynamic Differentially Private Decentralized Learning with Provable Utility Guarantee IJCAI 2025 On the Privacy of Selection Mechanisms with Gaussian Noise AISTATS 2024 The Relative Gaussian Mechanism and its Application to Private Gradient Descent AISTATS 2024 Wasserstein Differential Privacy AAAI 2024 A Randomized Approach to Tight Privacy Accounting NeurIPS 2023 Individual Privacy Accounting with Gaussian Differential Privacy ICLR 2023 The Saddle-Point Method in Differential Privacy ICML 2023 Faster Privacy Accounting via Evolving Discretization ICML 2022 Optimal Accounting of Differential Privacy via Characteristic Function AISTATS 2022 Individual Privacy Accounting via a Rényi Filter NeurIPS 2021 Tight Differential Privacy for Discrete-Valued Mechanisms and for the Subsampled Gaussian Mechanism Using FFT AISTATS 2021 Computing Tight Differential Privacy Guarantees Using FFT AISTATS 2020 Subsampled Renyi Differential Privacy and Analytical Moments Accountant AISTATS 2019