Search Results for author: François Bouchet

Found 2 papers, 1 papers with code

Is Your Model "MADD"? A Novel Metric to Evaluate Algorithmic Fairness for Predictive Student Models

1 code implementation24 May 2023 Mélina Verger, Sébastien Lallé, François Bouchet, Vanda Luengo

Nonetheless, so far, existing fairness metrics used in education are predictive performance-oriented, focusing on assessing biased outcomes across groups of students, without considering the behaviors of the models nor the severity of the biases in the outcomes.

Fairness

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