Anna Kozak
Anna Kozak
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Simpler is better: Lifting interpretability-performance trade-off via automated feature engineering
A Gosiewska, A Kozak, P Biecek
Decision Support Systems 150, 113556, 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
The use of autoencoders for training neural networks with mixed categorical and numerical features
£ Delong, A Kozak
ASTIN Bulletin: The Journal of the IAA 53 (2), 213-232, 2023
forester: A Novel Approach to Accessible and Interpretable AutoML for Tree-Based Modeling
A Kozak, H Ruczyński
AutoML Conference 2023 (ABCD Track), 2023
Building Trust in Machine Learning: The Role of Explainable AI
A Kozak
ISFS 2023, 51, 0
vivo: local variable importance via oscillations
A Kozak, P Biecek
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Articles 1–6