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08/29/2023
Reliability Gaps Between Groups in COMPAS Dataset
This paper investigates the inter-rater reliability of risk assessment i...
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08/10/2023
Inter-Rater Reliability is Individual Fairness
In this note, a connection between inter-rater reliability and individua...
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11/24/2022
ML Interpretability: Simple Isn't Easy
The interpretability of ML models is important, but it is not clear what...
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11/11/2022
Emergence of Concepts in DNNs?
The present paper reviews and discusses work from computer science that ...
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04/25/2022
Gerrymandering Individual Fairness
Individual fairness, proposed by Dwork et al., is a fairness measure tha...
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09/09/2021
Gradual (In)Compatibility of Fairness Criteria
Impossibility results show that important fairness measures (independenc...
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01/08/2021