Rethinking of Encoder-based Warm-start Methods in Hyperparameter Optimization. - Dawid Pludowski; Antoni Zajko; Anna Kozak; Katarzyna Woznica (CoRR, 2024)

Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning. - Jakub Piwko; Jedrzej Rucinski; Dawid Pludowski; Antoni Zajko; Patryzja Zak; Mateusz Zacharecki; Anna Kozak; Katarzyna Woznica (CoRR, 2025)

Are encoders able to learn landmarkers for warm-starting of Hyperparameter Optimization? - Antoni Zajko; Katarzyna Woznica (CoRR, 2025)