Open AccessBoundary-Based Fairness Constraints in Decision Trees and Random Forests
Author(s) -
Géraldin Nanfack,
Valentin Delchevalerie,
Benoît Frénay
Publication year - 2021
Publication title -
esann 2021 proceedings
Language(s) - English
Resource type - Conference proceedings
DOI - 10.14428/esann/2021.es2021-69
Subject(s) - interpretability , random forest , computer science , transpose , boundary (topology) , decision tree , artificial intelligence , machine learning , work (physics) , mathematical optimization , mathematics , engineering , mathematical analysis , mechanical engineering , eigenvalues and eigenvectors , physics , quantum mechanics