Privacy for Fairness: Information Obfuscation for Fair Representation
Learning with Local Differential Privacy

Privacy for Fairness: Information Obfuscation for Fair Representation Learning with Local Differential Privacy

16 February 2024

Ming Ding

Khaled B. Letaief

Papers citing "Privacy for Fairness: Information Obfuscation for Fair Representation Learning with Local Differential Privacy"

5 / 5 papers shown

Title
Robust Information Bottleneck for Task-Oriented Communication with Digital Modulation Songjie Xie Shuaijie Ma Ming Ding Yuanming Shi Ming-Fu Tang Youlong Wu 28 70 0 21 Sep 2022
Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values Haewon Jeong Hao Wang Flavio du Pin Calmon FaML 49 33 0 21 Sep 2021
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,187 0 23 Aug 2019
Learning Adversarially Fair and Transferable Representations David Madras Elliot Creager T. Pitassi R. Zemel FaML 213 669 0 17 Feb 2018
Privacy Against Statistical Inference Flavio du Pin Calmon N. Fawaz FedML 85 345 0 08 Oct 2012