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1811.11154
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Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved
27 November 2018
Jiahao Chen
Nathan Kallus
Xiaojie Mao
G. Svacha
Madeleine Udell
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Papers citing
"Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved"
13 / 63 papers shown
Title
Statistical Equity: A Fairness Classification Objective
Ninareh Mehrabi
Yuzhong Huang
Fred Morstatter
FaML
49
10
0
14 May 2020
Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine Learning
Esther Rolf
Max Simchowitz
Sarah Dean
Lydia T. Liu
Daniel Björkegren
Moritz Hardt
J. Blumenstock
43
23
0
15 Mar 2020
Fair Learning with Private Demographic Data
Hussein Mozannar
Mesrob I. Ohannessian
Nathan Srebro
94
76
0
26 Feb 2020
Value-laden Disciplinary Shifts in Machine Learning
Ravit Dotan
S. Milli
AILaw
84
48
0
03 Dec 2019
Fair Adversarial Gradient Tree Boosting
Vincent Grari
Boris Ruf
Sylvain Lamprier
Marcin Detyniecki
FaML
66
34
0
13 Nov 2019
Bias In, Bias Out? Evaluating the Folk Wisdom
Ashesh Rambachan
J. Roth
FaML
60
31
0
18 Sep 2019
A Survey on Bias and Fairness in Machine Learning
Ninareh Mehrabi
Fred Morstatter
N. Saxena
Kristina Lerman
Aram Galstyan
SyDa
FaML
603
4,424
0
23 Aug 2019
Transfer of Machine Learning Fairness across Domains
Candice Schumann
Xuezhi Wang
Alex Beutel
Jilin Chen
Hai Qian
Ed H. Chi
66
70
0
24 Jun 2019
Equalized odds postprocessing under imperfect group information
Pranjal Awasthi
Matthäus Kleindessner
Jamie Morgenstern
92
91
0
07 Jun 2019
Assessing Algorithmic Fairness with Unobserved Protected Class Using Data Combination
Nathan Kallus
Xiaojie Mao
Angela Zhou
FaML
95
158
0
01 Jun 2019
Equal Opportunity and Affirmative Action via Counterfactual Predictions
Yixin Wang
Dhanya Sridhar
David M. Blei
FaML
70
20
0
26 May 2019
The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the xAUC Metric
Nathan Kallus
Angela Zhou
102
76
0
15 Feb 2019
A Multidisciplinary Survey and Framework for Design and Evaluation of Explainable AI Systems
Sina Mohseni
Niloofar Zarei
Eric D. Ragan
122
102
0
28 Nov 2018
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