FairIF: Boosting Fairness in Deep Learning via Influence Functions with Validation Set Sensitive Attributes

15 January 2022

Ziwei Wu

Papers citing "FairIF: Boosting Fairness in Deep Learning via Influence Functions with Validation Set Sensitive Attributes"

3 / 3 papers shown

Title
Understanding Programmatic Weak Supervision via Source-aware Influence Function Jieyu Zhang Hong Wang Cheng-Yu Hsieh Alexander Ratner TDI 32 9 0 25 May 2022
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 213 673 0 17 Feb 2018