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06/26/2023
Insights From Insurance for Fair Machine Learning: Responsibility, Performativity and Aggregates
We argue that insurance can act as an analogon for the social situatedne...
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02/07/2023
Strictly Frequentist Imprecise Probability
Strict frequentism defines probability as the limiting relative frequenc...
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08/05/2022
Tailoring to the Tails: Risk Measures for Fine-Grained Tail Sensitivity
Expected risk minimization (ERM) is at the core of machine learning syst...
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06/07/2022
Risk Measures and Upper Probabilities: Coherence and Stratification
Machine learning typically presupposes classical probability theory whic...
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02/12/2021