Perceiving Systems, Computer Vision

From Parity to Preference-based Notions of Fairness in Classification

2017

Conference Paper

ei

plg


Author(s): Zafar, M. B. and Valera, I. and Gomez Rodriguez, M. and Gummadi, K. and Weller, A.
Book Title: Advances in Neural Information Processing Systems 30 (NIPS 2017)
Pages: 229--239
Year: 2017
Month: December
Day: 4-9
Editors: Guyon I. and Luxburg U.v. and Bengio S. and Wallach H. and Fergus R. and Vishwanathan S. and Garnett R.
Publisher: Curran Associates, Inc.

Department(s): Empirical Inference, Probabilistic Learning Group
Research Project(s):
Bibtex Type: Conference Paper (conference)

Event Name: 31st Annual Conference on Neural Information Processing Systems
Event Place: Long Beach, CA, USA

State: Published
URL: http://papers.nips.cc/paper/6627-from-parity-to-preference-based-notions-of-fairness-in-classification.pdf

BibTex

@conference{ZafValRodGumWel17,
  title = {From Parity to Preference-based Notions of Fairness in Classification},
  author = {Zafar, M. B. and Valera, I. and Gomez Rodriguez, M. and Gummadi, K. and Weller, A.},
  booktitle = {Advances in Neural Information Processing Systems 30 (NIPS 2017)},
  pages = {229--239},
  editors = {Guyon I. and Luxburg U.v. and Bengio S. and Wallach H. and Fergus R. and Vishwanathan S. and Garnett R.},
  publisher = {Curran Associates, Inc.},
  month = dec,
  year = {2017},
  doi = {},
  url = {http://papers.nips.cc/paper/6627-from-parity-to-preference-based-notions-of-fairness-in-classification.pdf},
  month_numeric = {12}
}