Alicja Gosiewska
Alicja Gosiewska
Verified email at mini.pw.edu.pl - Homepage
Title
Cited by
Cited by
Year
iBreakDown: Uncertainty of Model Explanations for Non-additive Predictive Models
A Gosiewska, P Biecek
arXiv preprint arXiv:1903.11420, 2019
142019
auditor: an R Package for Model-Agnostic Visual Validation and Diagnostics
A Gosiewska, P Biecek
The R Journal 11 (2), 85--98, 2019
72019
Do not trust additive explanations
A Gosiewska, P Biecek
arXiv preprint arXiv:1903.11420, 2019
52019
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
42019
SAFE ML: Surrogate Assisted Feature Extraction for Model Learning
A Gosiewska, A Gacek, P Lubon, P Biecek
arXiv preprint arXiv:1902.11035, 2019
22019
Landscape of R packages for eXplainable Artificial Intelligence
S Maksymiuk, A Gosiewska, P Biecek
arXiv preprint arXiv:2009.13248, 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
Transparency, Auditability and eXplainability of Machine Learning Models in Credit Scoring
M Bücker, G Szepannek, A Gosiewska, P Biecek
arXiv preprint arXiv:2009.13384, 2020
2020
Interpretable Meta-Measure for Model Performance
A Gosiewska, K Woznica, P Biecek
arXiv preprint arXiv:2006.02293, 2020
2020
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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