Unfairness Despite Awareness: Group-Fair Classification with Strategic
Agents

Unfairness Despite Awareness: Group-Fair Classification with Strategic Agents

6 December 2021

Andrew Estornell

Yang Liu

Yevgeniy Vorobeychik

Papers citing "Unfairness Despite Awareness: Group-Fair Classification with Strategic Agents"

5 / 5 papers shown

Title
Microfoundation Inference for Strategic Prediction Daniele Bracale Subha Maity Felipe Maia Polo Seamus Somerstep Moulinath Banerjee Yuekai Sun 117 0 0 13 Nov 2024
Prisoners of Their Own Devices: How Models Induce Data Bias in Performative Prediction José P. Pombal Pedro Saleiro Mário A. T. Figueiredo P. Bizarro 26 4 0 27 Jun 2022
Strategic Classification with Graph Neural Networks Itay Eilat Ben Finkelshtein Chaim Baskin Nir Rosenfeld 35 12 0 31 May 2022
Generalized Strategic Classification and the Case of Aligned Incentives Sagi Levanon Nir Rosenfeld 19 26 0 09 Feb 2022
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,084 0 24 Oct 2016