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Anna Kozak
Anna Kozak
Verified email at mini.pw.edu.pl
Title
Cited by
Cited by
Year
Simpler is better: Lifting interpretability-performance trade-off via automated feature engineering
A Gosiewska, A Kozak, P Biecek
Decision Support Systems 150, 113556, 2021
92021
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
42021
The use of autoencoders for training neural networks with mixed categorical and numerical features
L Delong, A Kozak
Available at SSRN 3952470, 2021
12021
Sickest-first policy & predictive models for liver transplant candidates in the US
HT Ly, A Kozak
PLENARY LECTURES AND INVITED TALKS, 81, 0
vivo: local variable importance via oscillations
A Kozak, P Biecek
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Articles 1–5