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05/26/2023
Clip-OGD: An Experimental Design for Adaptive Neyman Allocation in Sequential Experiments
From clinical development of cancer therapies to investigations into par...
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05/15/2022
Fairness via Explanation Quality: Evaluating Disparities in the Quality of Post hoc Explanations
As post hoc explanation methods are increasingly being leveraged to expl...
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03/14/2022
Achieving Downstream Fairness with Geometric Repair
Consider a scenario where some upstream model developer must train a fai...
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06/24/2021
What will it take to generate fairness-preserving explanations?
In situations where explanations of black-box models may be useful, the ...
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11/07/2020