Alicja Gosiewska
Alicja Gosiewska
Warsaw University of Technology
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Do not trust additive explanations
A Gosiewska, P Biecek
arXiv preprint arXiv:1903.11420, 2019
Models in the wild: On corruption robustness of neural nlp systems
B Rychalska, D Basaj, A Gosiewska, P Biecek
International Conference on Neural Information Processing, 235-247, 2019
auditor: an R Package for Model-Agnostic Visual Validation and Diagnostics
A Gosiewska, P Biecek
The R Journal 11 (2), 85--98, 2019
Landscape of R packages for eXplainable Artificial Intelligence
S Maksymiuk, A Gosiewska, P Biecek
arXiv preprint arXiv:2009.13248, 2020
SAFE ML: Surrogate Assisted Feature Extraction for Model Learning
A Gosiewska, A Gacek, P Lubon, P Biecek
arXiv preprint arXiv:1902.11035, 2019
Transparency, auditability, and explainability of machine learning models in credit scoring
M Bücker, G Szepannek, A Gosiewska, P Biecek
Journal of the Operational Research Society, 1-21, 2021
Enabling Machine Learning Algorithms for Credit Scoring--Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models
P Biecek, M Chlebus, J Gajda, A Gosiewska, A Kozak, D Ogonowski, ...
arXiv preprint arXiv:2104.06735, 2021
Interpretable meta-measure for model performance
A Gosiewska, K Woznica, P Biecek
arXiv preprint arXiv:2006.02293, 2020
Simpler is better: Lifting interpretability-performance trade-off via automated feature engineering
A Gosiewska, A Kozak, P Biecek
Decision Support Systems, 113556, 2021
Sex Differences in the Clinical Features and Outcomes of Patients with Acute Coronary Syndrome Treated with Two Generations (Absorb and Magmaris) of Bioresorbable Vascular …
A Włodarczak, P Rola, M Szudrowicz, M Łanocha, M Barycki, JJ Kulczycki, ...
Journal of Clinical Medicine 10 (17), 3768, 2021
The 1-Year Safety and Efficacy Outcomes of Magmaris, Novel Magnesium Bioresorbable Vascular Scaffolds in Diabetes Mellitus Patients with Acute Coronary Syndrome
A Włodarczak, M Łanocha, M Szudrowicz, M Barycki, A Gosiewska, ...
Journal of Clinical Medicine 10 (14), 3166, 2021
countfitteR: efficient selection of count distributions to assess DNA damage
J Chilimoniuk, A Gosiewska, J Słowik, RP Weiss, M Deckert, S Rödiger, ...
Annals of Translational Medicine 9 (7), 2021
EPP: interpretable score of model predictive power
A Gosiewska, M Bakala, K Woznica, M Zwolinski, P Biecek
arXiv preprint arXiv:1908.09213, 2019
survxai: an R package for structure-agnostic explanations of survival models
A Grudziaz, A Gosiewska, P Biecek
Journal of Open Source Software 3 (31), 961, 2018
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