Don't throw it away! the utility of unlabeled data in fair decision making

M Rateike, A Majumdar, O Mineeva… - Proceedings of the …, 2022 - dl.acm.org
Decision making algorithms, in practice, are often trained on data that exhibits a variety of
biases. Decision-makers often aim to take decisions based on some ground-truth target that …

Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision Making

M Rateike, A Majumdar, O Mineeva… - FAccT'22: 2022 …, 2022 - research-collection.ethz.ch
Decision making algorithms, in practice, are often trained on data that exhibits a variety of
biases. Decision-makers often aim to take decisions based on some ground-truth target that …

Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision Making

M Rateike, A Majumdar, O Mineeva… - arXiv e …, 2022 - ui.adsabs.harvard.edu
Decision making algorithms, in practice, are often trained on data that exhibits a variety of
biases. Decision-makers often aim to take decisions based on some ground-truth target that …

Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision Making

M Rateike, A Majumdar, O Mineeva… - arXiv preprint arXiv …, 2022 - arxiv.org
Decision making algorithms, in practice, are often trained on data that exhibits a variety of
biases. Decision-makers often aim to take decisions based on some ground-truth target that …

[PDF][PDF] Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision Making

M Rateike, A Majumdar, O Mineeva… - 5th ACM Conference …, 2022 - pure.mpg.de
Decision making algorithms, in practice, are often trained on data that exhibits a variety of
biases. Decision-makers often aim to take decisions based on some ground-truth target that …

[引用][C] Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision Making

M Rateike, A Majumdar, O Mineeva… - 5th ACM Conference …, 2022 - pure.mpg.de
Don’t Throw it Away! The Utility of Unlabeled Data in Fair Decision Making :: MPG.PuRe
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