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2020 – today
- 2024
[j4]Mateusz Krzyzinski
, Pawel Rzazewski, Szymon Tur:
Coloring squares of planar graphs with small maximum degree. Discuss. Math. Graph Theory 44(3): 817 (2024)- [j3]Katarzyna Kobylinska, Mateusz Krzyzinski, Rafal Machowicz, Mariusz Adamek, Przemyslaw Biecek:
Exploration of the Rashomon Set Assists Trustworthy Explanations for Medical Data. IEEE J. Biomed. Health Informatics 28(11): 6454-6465 (2024) - [i9]Sophie Hanna Langbein, Mateusz Krzyzinski, Mikolaj Spytek, Hubert Baniecki, Przemyslaw Biecek, Marvin N. Wright:
Interpretable Machine Learning for Survival Analysis. CoRR abs/2403.10250 (2024) - [i8]Mateusz Grzyb, Mateusz Krzyzinski, Bartlomiej Sobieski, Mikolaj Spytek, Bartosz Pielinski, Daniel Dan, Anna Wróblewska:
Mining United Nations General Assembly Debates. CoRR abs/2406.13553 (2024) - 2023
- [j2]Mikolaj Spytek, Mateusz Krzyzinski, Sophie Hanna Langbein, Hubert Baniecki, Marvin N. Wright, Przemyslaw Biecek:
survex: an R package for explaining machine learning survival models. Bioinform. 39(12) (2023) - [j1]Mateusz Krzyzinski, Mikolaj Spytek, Hubert Baniecki, Przemyslaw Biecek:
SurvSHAP(t): Time-dependent explanations of machine learning survival models. Knowl. Based Syst. 262: 110234 (2023) - [i7]Piotr Wilczynski, Artur Zólkowski, Mateusz Krzyzinski, Emilia Wisnios, Bartosz Pielinski, Stanislaw Gizinski, Julian Sienkiewicz, Przemyslaw Biecek:
HADES: Homologous Automated Document Exploration and Summarization. CoRR abs/2302.13099 (2023) - [i6]Przemyslaw Biecek, Hubert Baniecki, Mateusz Krzyzinski:
Performance is not enough: a story of the Rashomon's quartet. CoRR abs/2302.13356 (2023) - [i5]Bastian Pfeifer, Mateusz Krzyzinski, Hubert Baniecki, Anna Saranti, Andreas Holzinger, Przemyslaw Biecek:
Explainable AI with counterfactual paths. CoRR abs/2307.07764 (2023) - [i4]Katarzyna Kobylinska, Mateusz Krzyzinski, Rafal Machowicz, Mariusz Adamek, Przemyslaw Biecek:
Exploration of Rashomon Set Assists Explanations for Medical Data. CoRR abs/2308.11446 (2023) - [i3]Mikolaj Spytek, Mateusz Krzyzinski, Sophie Hanna Langbein, Hubert Baniecki, Marvin N. Wright, Przemyslaw Biecek:
survex: an R package for explaining machine learning survival models. CoRR abs/2308.16113 (2023) - 2022
- [i2]Mateusz Krzyzinski, Mikolaj Spytek, Hubert Baniecki, Przemyslaw Biecek:
SurvSHAP(t): Time-dependent explanations of machine learning survival models. CoRR abs/2208.11080 (2022) - [i1]Artur Zólkowski, Mateusz Krzyzinski, Piotr Wilczynski, Stanislaw Gizinski, Emilia Wisnios, Bartosz Pielinski, Julian Sienkiewicz, Przemyslaw Biecek:
Climate Policy Tracker: Pipeline for automated analysis of public climate policies. CoRR abs/2211.05852 (2022)
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