Ignacy Stepka

According to our database, Ignacy Stepka authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

DetoxAI: a Python Toolkit for Debiasing Deep Learning Models in Computer Vision.

Ignacy Stepka, Lukasz Sztukiewicz, Michal Wilinski, Jerzy Stefanowski

CoRR, May, 2025

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, March, 2025

Counterfactual Explanations with Probabilistic Guarantees on their Robustness to Model Change.

Ignacy Stepka, Jerzy Stefanowski, Mateusz Lango

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

2024

A SAT-based approach to rigorous verification of Bayesian networks.

Ignacy Stepka, Nicholas Gisolfi, Artur Dubrawski

CoRR, 2024

A multi-criteria approach for selecting an explanation from the set of counterfactuals produced by an ensemble of explainers.

Ignacy Stepka, Mateusz Lango, Jerzy Stefanowski

Int. J. Appl. Math. Comput. Sci., 2024