Anna Kozak

According to our database, Anna Kozak authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

forester: A Tree-Based AutoML Tool in R.

Hubert Ruczynski, Anna Kozak

CoRR, 2024

Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making.

Anna Kozak, Dominik Kedzierski, Jakub Piwko, Malwina Wojewoda, Katarzyna Woznica

CoRR, 2024

Rethinking of Encoder-based Warm-start Methods in Hyperparameter Optimization.

Dawid Pludowski, Antoni Zajko, Anna Kozak, Katarzyna Woznica

CoRR, 2024

2021

Simpler is better: Lifting interpretability-performance trade-off via automated feature engineering.

Alicja Gosiewska, Anna Kozak, Przemyslaw Biecek

Decis. Support Syst., 2021

Enabling Machine Learning Algorithms for Credit Scoring - Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models.

Przemyslaw Biecek, Marcin Chlebus, Janusz Gajda, Alicja Gosiewska, Anna Kozak, Dominik Ogonowski, Jakub Sztachelski, Piotr Wojewnik

CoRR, 2021