Noise-Aware Statistical Inference with Differentially Private Synthetic
Data

Noise-Aware Statistical Inference with Differentially Private Synthetic Data

28 May 2022

Papers citing "Noise-Aware Statistical Inference with Differentially Private Synthetic Data"

10 / 10 papers shown

Title
Debiasing Synthetic Data Generated by Deep Generative Models A. Decruyenaere Heidelinde Dehaene Paloma Rabaey Christiaan Polet Johan Decruyenaere Thomas Demeester S. Vansteelandt AI4CE 31 0 0 06 Nov 2024
Noise-Aware Differentially Private Variational Inference Talal Alrawajfeh Joonas Jälkö Antti Honkela 35 0 0 25 Oct 2024
Inference With Combining Rules From Multiple Differentially Private Synthetic Datasets Leila Nombo Anne-Sophie Charest 23 0 0 08 May 2024
Does Differentially Private Synthetic Data Lead to Synthetic Discoveries? Ileana Montoya Perez P. Movahedi Valtteri Nieminen A. Airola T. Pahikkala 21 4 0 20 Mar 2024
A Bias-Variance Decomposition for Ensembles over Multiple Synthetic Datasets Ossi Raisa Antti Honkela 69 0 0 06 Feb 2024
Collaborative Learning From Distributed Data With Differentially Private Synthetic Twin Data Lukas Prediger Joonas Jälkö Antti Honkela Samuel Kaski FedML 30 1 0 09 Aug 2023
On Consistent Bayesian Inference from Synthetic Data Ossi Raisa Joonas Jälkö Antti Honkela SyDa 26 2 0 26 May 2023
Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy Lucas Rosenblatt Bernease Herman Anastasia Holovenko Wonkwon Lee Joshua R. Loftus Elizabeth McKinnie Taras Rumezhak Andrii Stadnik Bill Howe Julia Stoyanovich 27 5 0 26 Aug 2022
Private Post-GAN Boosting Marcel Neunhoeffer Zhiwei Steven Wu Cynthia Dwork 114 29 0 23 Jul 2020
Differentially Private Bayesian Inference for Exponential Families G. Bernstein Daniel Sheldon 33 48 0 06 Sep 2018