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Efficient Fairness-Performance Pareto Front Computation

Efficient Fairness-Performance Pareto Front Computation

Mark Kozdoba
Binyamin Perets
Shie Mannor
ArXiv (abs)PDFHTML

Papers citing "Efficient Fairness-Performance Pareto Front Computation"

5 / 5 papers shown
Title
Verified Uncertainty Calibration
Verified Uncertainty Calibration
Ananya Kumar
Percy Liang
Tengyu Ma
167
356
0
23 Sep 2019
Aequitas: A Bias and Fairness Audit Toolkit
Aequitas: A Bias and Fairness Audit Toolkit
Pedro Saleiro
Benedict Kuester
Loren Hinkson
J. London
Abby Stevens
Ari Anisfeld
Kit T. Rodolfa
Rayid Ghani
109
324
0
14 Nov 2018
The Frontiers of Fairness in Machine Learning
The Frontiers of Fairness in Machine Learning
Alexandra Chouldechova
Aaron Roth
FaML
189
416
0
20 Oct 2018
Learning Adversarially Fair and Transferable Representations
Learning Adversarially Fair and Transferable Representations
David Madras
Elliot Creager
T. Pitassi
R. Zemel
FaML
379
684
0
17 Feb 2018
Certifying and removing disparate impact
Certifying and removing disparate impact
Michael Feldman
Sorelle A. Friedler
John Moeller
C. Scheidegger
Suresh Venkatasubramanian
FaML
201
1,992
0
11 Dec 2014

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