A. Feder Cooper, Katherine Lee, Madiha Zahrah Choksi, Solon Barocas, Christopher De Sa, James Grimmelmann, Jon M. Kleinberg, Siddhartha Sen 0001, Baobao Zhang. Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification. In Michael J. Wooldridge, Jennifer G. Dy, Sriraam Natarajan, editors, Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada. pages 22004-22012, AAAI Press, 2024. [doi]
@inproceedings{CooperLCBSGK0Z24,
title = {Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification},
author = {A. Feder Cooper and Katherine Lee and Madiha Zahrah Choksi and Solon Barocas and Christopher De Sa and James Grimmelmann and Jon M. Kleinberg and Siddhartha Sen 0001 and Baobao Zhang},
year = {2024},
doi = {10.1609/aaai.v38i20.30203},
url = {https://doi.org/10.1609/aaai.v38i20.30203},
researchr = {https://researchr.org/publication/CooperLCBSGK0Z24},
cites = {0},
citedby = {0},
pages = {22004-22012},
booktitle = {Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada},
editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan},
publisher = {AAAI Press},
}