Mateusz Krzyzinski

According to our database, Mateusz Krzyzinski authored at least 13 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

Explaining and visualizing black-box models through counterfactual paths.

Bastian Pfeifer, Mateusz Krzyzinski, Hubert Baniecki, Andreas Holzinger, Przemyslaw Biecek

Pattern Anal. Appl., September, 2025

2024

Exploration of the Rashomon Set Assists Trustworthy Explanations for Medical Data.

Katarzyna Kobylinska, Mateusz Krzyzinski, Rafal Machowicz, Mariusz Adamek, Przemyslaw Biecek

IEEE J. Biomed. Health Informatics, November, 2024

Performance Is Not Enough: The Story Told by a Rashomon Quartet.

Przemyslaw Biecek, Hubert Baniecki, Mateusz Krzyzinski, Dianne Cook

J. Comput. Graph. Stat., 2024

Coloring squares of planar graphs with small maximum degree.

Mateusz Krzyzinski, Pawel Rzazewski, Szymon Tur

Discuss. Math. Graph Theory, 2024

Mining United Nations General Assembly Debates.

Mateusz Grzyb, Mateusz Krzyzinski, Bartlomiej Sobieski, Mikolaj Spytek, Bartosz Pielinski, Daniel Dan, Anna Wróblewska

CoRR, 2024

Interpretable Machine Learning for Survival Analysis.

Sophie Hanna Langbein, Mateusz Krzyzinski, Mikolaj Spytek, Hubert Baniecki, Przemyslaw Biecek, Marvin N. Wright

CoRR, 2024

2023

survex: an R package for explaining machine learning survival models.

Mikolaj Spytek, Mateusz Krzyzinski, Sophie Hanna Langbein, Hubert Baniecki, Marvin N. Wright, Przemyslaw Biecek

Bioinform., December, 2023

SurvSHAP(t): Time-dependent explanations of machine learning survival models.

Mateusz Krzyzinski, Mikolaj Spytek, Hubert Baniecki, Przemyslaw Biecek

Knowl. Based Syst., February, 2023

Exploration of Rashomon Set Assists Explanations for Medical Data.

Katarzyna Kobylinska, Mateusz Krzyzinski, Rafal Machowicz, Mariusz Adamek, Przemyslaw Biecek

CoRR, 2023

Explainable AI with counterfactual paths.

Bastian Pfeifer, Mateusz Krzyzinski, Hubert Baniecki, Anna Saranti, Andreas Holzinger, Przemyslaw Biecek

CoRR, 2023

Performance is not enough: a story of the Rashomon's quartet.

Przemyslaw Biecek, Hubert Baniecki, Mateusz Krzyzinski

CoRR, 2023

HADES: Homologous Automated Document Exploration and Summarization.

Piotr Wilczynski, Artur Zólkowski, Mateusz Krzyzinski, Emilia Wisnios, Bartosz Pielinski, Stanislaw Gizinski, Julian Sienkiewicz, Przemyslaw Biecek

CoRR, 2023

2022

Climate Policy Tracker: Pipeline for automated analysis of public climate policies.

Artur Zólkowski, Mateusz Krzyzinski, Piotr Wilczynski, Stanislaw Gizinski, Emilia Wisnios, Bartosz Pielinski, Julian Sienkiewicz, Przemyslaw Biecek

CoRR, 2022