DPVIm: Differentially Private Variational Inference Improved

28 October 2022

Papers citing "DPVIm: Differentially Private Variational Inference Improved"

5 / 5 papers shown

Title
Noise-Aware Differentially Private Variational Inference Talal Alrawajfeh Joonas Jälkö Antti Honkela 18 0 0 25 Oct 2024
Differentially Private Normalizing Flows for Density Estimation, Data Synthesis, and Variational Inference with Application to Electronic Health Records Bingyue Su Yu Wang Daniele E. Schiavazzi Fang Liu 8 2 0 11 Feb 2023
Private Stochastic Optimization With Large Worst-Case Lipschitz Parameter: Optimal Rates for (Non-Smooth) Convex Losses and Extension to Non-Convex Losses Andrew Lowy Meisam Razaviyayn 25 13 0 15 Sep 2022
The Role of Adaptive Optimizers for Honest Private Hyperparameter Selection Shubhankar Mohapatra Sajin Sasy Xi He Gautam Kamath Om Thakkar 99 32 0 09 Nov 2021
Differentially Private Bayesian Inference for Exponential Families G. Bernstein Daniel Sheldon 26 48 0 06 Sep 2018