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05/03/2021
Explaining how your AI system is fair
To implement fair machine learning in a sustainable way, choosing the ri...
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04/09/2021
Implementing Fair Regression In The Real World
Most fair regression algorithms mitigate bias towards sensitive sub popu...
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02/16/2021
Towards the Right Kind of Fairness in AI
Fairness is a concept of justice. Various definitions exist, some of the...
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09/14/2020
Active Fairness Instead of Unawareness
The possible risk that AI systems could promote discrimination by reprod...
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03/15/2020
Getting Fairness Right: Towards a Toolbox for Practitioners
The potential risk of AI systems unintentionally embedding and reproduci...
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11/13/2019
Fair Adversarial Gradient Tree Boosting
Fair classification has become an important topic in machine learning re...
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11/12/2019
Fairness-Aware Neural Réyni Minimization for Continuous Features
The past few years have seen a dramatic rise of academic and societal in...
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10/10/2019