Exploring Loss Design Techniques For Decision Tree Robustness To Label Noise. - Lukasz Sztukiewicz; Jack Henry Good; Artur Dubrawski (Tiny Papers @ ICLR, 2024)

Towards Fairness for the Right Reasons: Using Saliency Maps to Evaluate Bias Removal in Neural Networks. - Lukasz Sztukiewicz; Ignacy Stepka; Michal Wilinski; Jerzy Stefanowski (CoRR, 2025)

DetoxAI: a Python Toolkit for Debiasing Deep Learning Models in Computer Vision. - Ignacy Stepka; Lukasz Sztukiewicz; Michal Wilinski; Jerzy Stefanowski (CoRR, 2025)