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Hubert Baniecki
Hubert Baniecki
Verified email at pw.edu.pl - Homepage
Title
Cited by
Cited by
Year
dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python
H Baniecki, W Kretowicz, P Piatyszek, J Wisniewski, P Biecek
Journal of Machine Learning Research 22 (214), 1-7, 2021
162021
modelStudio: Interactive studio with explanations for ML predictive models
H Baniecki, P Biecek
Journal of Open Source Software 4 (43), 1798, 2019
132019
The Grammar of Interactive Explanatory Model Analysis
H Baniecki, P Biecek
arXiv preprint arXiv:2005.00497, 2020
122020
ingredients: Effects and Importances of Model Ingredients
P Biecek, H Baniecki
http://CRAN.R-project.org/package=ingredients, 2019
52019
Fooling Partial Dependence via Data Poisoning
H Baniecki, W Kretowicz, P Biecek
ECML-PKDD'22: European Conference on Machine Learning and Principles and …, 2022
42022
Adversarial attacks on Explainable AI methods
H Baniecki, W Kretowicz
Undergraduate thesis at Warsaw University of Technology, 2021
12021
Responsible Prediction Making of COVID-19 Mortality (Student Abstract)
H Baniecki, P Biecek
AAAI'21: AAAI Conference on Artificial Intelligence, 2021
12021
Manipulating SHAP via Adversarial Data Perturbations (Student Abstract)
H Baniecki, P Biecek
AAAI'22: AAAI Conference on Artificial Intelligence, 2022
2022
A Signature of 14 Long Non-Coding RNAs (lncRNAs) as a Step towards Precision Diagnosis for NSCLC
A Sulewska, J Niklinski, R Charkiewicz, P Karabowicz, P Biecek, ...
Cancers 14 (2), 439, 2022
2022
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