Showing stat.MLShow all
2 papers · 1 filter
stat.ML2026
Minimax Generalized Cross-Entropy
Kartheek Bondugula, Santiago Mazuelas, Aritz Pérez +1
Loss functions play a central role in supervised classification. Cross-entropy (CE) is widely used, whereas the mean absolute error (MAE) loss can offer robustness but is difficult…
stat.ML2024
MRCpy: A Library for Minimax Risk Classifiers
Kartheek Bondugula, Verónica Ãlvarez, José I. Segovia-MartÃn +2
Libraries for supervised classification have enabled the wide-spread usage of machine learning methods. Existing libraries, such as scikit-learn, caret, and mlpack, implement techn…