JFIResearch + machine_learning   60

[1811.07867] Prediction-Based Decisions and Fairness: A Catalogue of Choices, Assumptions, and Definitions
A recent flurry of research activity has attempted to quantitatively define "fairness" for decisions based on statistical and machine learning (ML) predictions. The rapid growth of this new field has led to wildly inconsistent terminology and notation, presenting a serious challenge for cataloguing and comparing definitions. This paper attempts to bring much-needed order.
fairness  statistics  predictions  machine_learning  ai  digital_ethics  end_of_year_2018 
11 weeks ago by JFIResearch

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