Representative & Fair Synthetic Data

7 April 2021

Papers citing "Representative & Fair Synthetic Data"

5 / 5 papers shown

Title
Fairness in Machine Learning L. Oneto Silvia Chiappa FaML 282 494 0 31 Dec 2020
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set Philippe C. Besse E. del Barrio Paula Gordaliza Jean-Michel Loubes Laurent Risser FaML 36 65 0 31 Mar 2020
Inherent Tradeoffs in Learning Fair Representations Han Zhao Geoffrey J. Gordon FaML 48 215 0 19 Jun 2019
FNNC: Achieving Fairness through Neural Networks P. Manisha Sujit Gujar 36 74 0 01 Nov 2018
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness Michael Kearns Seth Neel Aaron Roth Zhiwei Steven Wu FaML 185 776 0 14 Nov 2017