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Found 4 papers, 2 papers with code
Reliability Gaps Between Groups in COMPAS Dataset
This paper investigates the inter-rater reliability of risk assessment instruments (RAIs).
ML Interpretability: Simple Isn't Easy
The interpretability of ML models is important, but it is not clear what it amounts to.
Emergence of Concepts in DNNs?
The present paper reviews and discusses work from computer science that proposes to identify concepts in internal representations (hidden layers) of DNNs.
Gradual (In)Compatibility of Fairness Criteria
This establishes that it is possible to increase the degree to which some fairness measures are satisfied at the same time -- some fairness measures are gradually compatible.
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