Hubert Baniecki
Hubert Baniecki
Verified email at pw.edu.pl - Homepage
Title
Cited by
Cited by
Year
modelStudio: Interactive studio with explanations for ML predictive models
H Baniecki, P Biecek
Journal of Open Source Software 4 (43), 1798, 2019
102019
The Grammar of Interactive Explanatory Model Analysis
H Baniecki, P Biecek
arXiv preprint arXiv:2005.00497, 2020
92020
ingredients: Effects and Importances of Model Ingredients
P Biecek, H Baniecki
http://CRAN.R-project.org/package=ingredients, 2019
5*2019
dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python
H Baniecki, W Kretowicz, P Piatyszek, J Wisniewski, P Biecek
arXiv preprint arXiv:2012.14406, 2020
22020
Fooling Partial Dependence via Data Poisoning
H Baniecki, W Kretowicz, P Biecek
arXiv preprint arXiv:2105.12837, 2021
12021
Responsible Prediction Making of COVID-19 Mortality (Student Abstract)
H Baniecki, P Biecek
AAAI Conference on Artificial Intelligence (AAAI), 2021
12021
Do not explain without context: addressing the blind spot of model explanations
K Wo¼nica, K Pêkala, H Baniecki, W Kretowicz, E Sienkiewicz, P Biecek
arXiv preprint arXiv:2105.13787, 2021
2021
Adversarial attacks on Explainable AI methods
H Baniecki, W Kretowicz
Undergraduate thesis at Warsaw University of Technology, 2021
2021
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