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10/03/2021
xFAIR: Better Fairness via Model-based Rebalancing of Protected Attributes
Machine learning software can generate models that inappropriately discr...
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07/11/2021
Fairer Software Made Easier (using "Keys")
Can we simplify explanations for software analytics? Maybe. Recent resul...
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06/04/2021
VEER: Disagreement-Free Multi-objective Configuration
Software comes with many configuration options, satisfying varying needs...
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07/06/2020
Making Fair ML Software using Trustworthy Explanation
Machine learning software is being used in many applications (finance, h...
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06/12/2020
Defect Reduction Planning (using TimeLIME)
Software comes in releases. An implausible change to software is somethi...
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03/15/2020