evijit / Awareness_vs_Unawareness

Code for the AIES 2023 paper: "When Fair Classification Meets Noisy Protected Attributes".

Awareness_vs_Unawareness

Code for the AIES 2023 paper: "When Fair Classification Meets Noisy Protected Attributes".

Please download and unzip the datasets from this link and place it in the data/ folder before use. It contains the datasets and the synthetic copies.