Mateusz Krzyzinski

15 papers Journal 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Explaining and visualizing black-box models through counterfactual paths.
Pattern Anal. Appl.
Bastian Pfeifer, Mateusz Krzyzinski, Hubert Baniecki, Andreas Holzinger, Przemyslaw Biecek
2024 J jnl
Coloring squares of planar graphs with small maximum degree.
Discuss. Math. Graph Theory
Mateusz Krzyzinski, Pawel Rzazewski, Szymon Tur
2024 J jnl
Exploration of the Rashomon Set Assists Trustworthy Explanations for Medical Data.
IEEE J. Biomed. Health Informatics
Katarzyna Kobylinska, Mateusz Krzyzinski, Rafal Machowicz, Mariusz Adamek, Przemyslaw Biecek
2024 J jnl
Interpretable Machine Learning for Survival Analysis.
CoRR
Sophie Hanna Langbein, Mateusz Krzyzinski, Mikolaj Spytek, Hubert Baniecki, Przemyslaw Biecek, Marvin N. Wright
2024 J jnl
Mining United Nations General Assembly Debates.
CoRR
Mateusz Grzyb, Mateusz Krzyzinski, Bartlomiej Sobieski, Mikolaj Spytek, Bartosz Pielinski, Daniel Dan, Anna Wróblewska
2024 J jnl
Performance Is Not Enough: The Story Told by a Rashomon Quartet.
J. Comput. Graph. Stat.
Przemyslaw Biecek, Hubert Baniecki, Mateusz Krzyzinski, Dianne Cook
2023 J jnl
Explainable AI with counterfactual paths.
CoRR
Bastian Pfeifer, Mateusz Krzyzinski, Hubert Baniecki, Anna Saranti, Andreas Holzinger, Przemyslaw Biecek
2023 J jnl
Exploration of Rashomon Set Assists Explanations for Medical Data.
CoRR
Katarzyna Kobylinska, Mateusz Krzyzinski, Rafal Machowicz, Mariusz Adamek, Przemyslaw Biecek
2023 J jnl
HADES: Homologous Automated Document Exploration and Summarization.
CoRR
Piotr Wilczynski, Artur Zólkowski, Mateusz Krzyzinski, Emilia Wisnios, Bartosz Pielinski, Stanislaw Gizinski, Julian Sienkiewicz, Przemyslaw Biecek
2023 J jnl
Performance is not enough: a story of the Rashomon's quartet.
CoRR
Przemyslaw Biecek, Hubert Baniecki, Mateusz Krzyzinski
2023 J jnl
SurvSHAP(t): Time-dependent explanations of machine learning survival models.
Knowl. Based Syst.
Mateusz Krzyzinski, Mikolaj Spytek, Hubert Baniecki, Przemyslaw Biecek
2023 J jnl
survex: an R package for explaining machine learning survival models.
Bioinform.
Mikolaj Spytek, Mateusz Krzyzinski, Sophie Hanna Langbein, Hubert Baniecki, Marvin N. Wright, Przemyslaw Biecek
2023 J jnl
survex: an R package for explaining machine learning survival models.
CoRR
Mikolaj Spytek, Mateusz Krzyzinski, Sophie Hanna Langbein, Hubert Baniecki, Marvin N. Wright, Przemyslaw Biecek
2022 J jnl
Climate Policy Tracker: Pipeline for automated analysis of public climate policies.
CoRR
Artur Zólkowski, Mateusz Krzyzinski, Piotr Wilczynski, Stanislaw Gizinski, Emilia Wisnios, Bartosz Pielinski, Julian Sienkiewicz, Przemyslaw Biecek
2022 J jnl
SurvSHAP(t): Time-dependent explanations of machine learning survival models.
CoRR
Mateusz Krzyzinski, Mikolaj Spytek, Hubert Baniecki, Przemyslaw Biecek