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2403.06031
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FairTargetSim: An Interactive Simulator for Understanding and Explaining the Fairness Effects of Target Variable Definition
9 March 2024
Dalia Gala
Milo Phillips-Brown
Naman Goel
Carinal Prunkl
L. A. Jubete
Medb Corcoran
Ray Eitel-Porter
Re-assign community
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Papers citing
"FairTargetSim: An Interactive Simulator for Understanding and Explaining the Fairness Effects of Target Variable Definition"
6 / 6 papers shown
Title
Algorithmic Fairness in Education
René F. Kizilcec
Hansol Lee
FaML
58
124
0
10 Jul 2020
Participatory Problem Formulation for Fairer Machine Learning Through Community Based System Dynamics
Donald Martin
Vinodkumar Prabhakaran
Jill A. Kuhlberg
A. Smart
William S. Isaac
FaML
44
63
0
15 May 2020
FairSight: Visual Analytics for Fairness in Decision Making
Yongsu Ahn
Y. Lin
54
122
0
01 Aug 2019
The What-If Tool: Interactive Probing of Machine Learning Models
James Wexler
Mahima Pushkarna
Tolga Bolukbasi
Martin Wattenberg
F. Viégas
Jimbo Wilson
VLM
79
492
0
09 Jul 2019
Mitigating Bias in Algorithmic Hiring: Evaluating Claims and Practices
Manish Raghavan
Solon Barocas
Jon M. Kleinberg
K. Levy
MLAU
FaML
72
524
0
21 Jun 2019
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
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