2025
Fair MP-BOOST: Fair and Interpretable Minipatch Boosting
ICASSP 2025accepted
Ensemble methods, particularly boosting, have established themselves as highly effective and widely embraced machine learning techniques for tabular data. In this paper, we aim to leverage the robust predictive power of traditional boosting methods while enhancing fairness and interpretability. To a…