2025
Robust Minimax Boosting with Performance Guarantees
NeurIPS 2025poster
Boosting methods often achieve excellent classification accuracy, but can experience notable performance degradation in the presence of label noise. Existing robust methods for boosting provide theoretical robustness guarantees for certain types of label noise, and can exhibit only moderate perform…