Jul 30, 2021 · We show that a set of carefully chosen confidence thresholds can not only effectively redistribute an information budget according to each individual's needs.
We show that a set of carefully chosen confidence thresholds can not only effectively redistribute an information budget according to each individual's needs, ...
The confidence thresholds naturally achieve fairness by redistributing the budget across individuals. This leads to statistical fairness across groups but also ...
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We show that a set of carefully chosen confidence thresholds can not only effectively redistribute an information budget according to each individual's needs, ...
"Beyond Reasonable Doubt: Improving Fairness in Budget-Constrained Decision Making Using Confidence Thresholds." Version: Final published version. ISBN. 978-1 ...
Jul 21, 2021 · We show that a set of carefully chosen confidence thresholds can not only effectively redistribute an information budget according to each individual's needs.
This article reviews classical forms of the use of statistical reasoning: punctual estimates, confidence interval estimates, tests, decision optimization ( ...
Decision Making. Conference Paper. Beyond Reasonable Doubt: Improving Fairness in Budget-Constrained Decision Making using Confidence Thresholds. July 2021. DOI ...
Beyond Reasonable Doubt: Improving Fairness in Budget-Constrained. Decision Making Using Confidence Thresholds. Michiel Bakker1,2, Duy Patrick Tu1,2, Krishna ...
(2021). Beyond Reasonable Doubt: Improving Fairness in Budget-Constrained Decision Making Using Confidence Thresholds. In M. Fourcade, B. Kuipers, S. Lazar, & D ...