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07/24/2023
Causal Fair Machine Learning via Rank-Preserving Interventional Distributions
A decision can be defined as fair if equal individuals are treated equal...
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05/04/2023
Interpretable Regional Descriptors: Hyperbox-Based Local Explanations
This work introduces interpretable regional descriptors, or IRDs, for lo...
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03/28/2023
Automated wildlife image classification: An active learning tool for ecological applications
Wildlife camera trap images are being used extensively to investigate an...
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05/19/2022
What Is Fairness? Implications For FairML
A growing body of literature in fairness-aware ML (fairML) aspires to mi...
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07/28/2021