Alicja Gosiewska
Alicja Gosiewska
Warsaw University of Technology
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Title
Cited by
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Year
Do not trust additive explanations
A Gosiewska, P Biecek
arXiv preprint arXiv:1903.11420, 2019
27*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
72019
auditor: an R Package for Model-Agnostic Visual Validation and Diagnostics
A Gosiewska, P Biecek
The R Journal 11 (2), 85--98, 2019
72019
Landscape of R packages for eXplainable Artificial Intelligence
S Maksymiuk, A Gosiewska, P Biecek
arXiv preprint arXiv:2009.13248, 2020
32020
SAFE ML: Surrogate Assisted Feature Extraction for Model Learning
A Gosiewska, A Gacek, P Lubon, P Biecek
arXiv preprint arXiv:1902.11035, 2019
22019
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
12021
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
12021
Interpretable meta-measure for model performance
A Gosiewska, K Woznica, P Biecek
arXiv preprint arXiv:2006.02293, 2020
12020
Simpler is better: Lifting interpretability-performance trade-off via automated feature engineering
A Gosiewska, A Kozak, P Biecek
Decision Support Systems, 113556, 2021
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
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
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
2021
EPP: interpretable score of model predictive power
A Gosiewska, M Bakala, K Woznica, M Zwolinski, P Biecek
arXiv preprint arXiv:1908.09213, 2019
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
2018
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