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Anna Kozak
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 4
Top Topics
Feature Engineering
Dependency Parsing
Intelligent Decision Making
Classifier Ensemble
Top Venues
CoRR
Decis. Support Syst.
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Publications
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Dawid Pludowski
,
Antoni Zajko
,
Anna Kozak
,
Katarzyna Woznica
Rethinking of Encoder-based Warm-start Methods in Hyperparameter Optimization.
CoRR
(2024)
Anna Kozak
,
Dominik Kedzierski
,
Jakub Piwko
,
Malwina Wojewoda
,
Katarzyna Woznica
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making.
CoRR
(2024)
Alicja Gosiewska
,
Anna Kozak
,
Przemyslaw Biecek
Simpler is better: Lifting interpretability-performance trade-off via automated feature engineering.
Decis. Support Syst.
150 (2021)
Przemyslaw Biecek
,
Marcin Chlebus
,
Janusz Gajda
,
Alicja Gosiewska
,
Anna Kozak
,
Dominik Ogonowski
,
Jakub Sztachelski
,
Piotr Wojewnik
Enabling Machine Learning Algorithms for Credit Scoring - Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models.
CoRR
(2021)