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02/25/2020
Problems with Shapley-value-based explanations as feature importance measures
Game-theoretic formulations of feature importance have become popular as...
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11/06/2019
Fair Meta-Learning: Learning How to Learn Fairly
Data sets for fairness relevant tasks can lack examples or be biased acc...
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08/24/2019
Fairness Warnings and Fair-MAML: Learning Fairly with Minimal Data
In this paper, we advocate for the study of fairness techniques in low d...
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12/11/2014
