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

The Dark Patterns of Personalized Persuasion in Large Language Models: Exposing Persuasive Linguistic Features for Big Five Personality Traits in LLMs Responses. - Wiktoria Mieleszczenko-Kowszewicz; Dawid Pludowski; Filip Kolodziejczyk; Jakub Swistak; Julian Sienkiewicz; Przemyslaw Biecek (CoRR, 2024)

MASCOTS: Model-Agnostic Symbolic COunterfactual explanations for Time Series. - Dawid Pludowski; Francesco Spinnato; Piotr Wilczynski; Krzysztof Kotowski; Evridiki Vasileia Ntagiou; Riccardo Guidotti; Przemyslaw Biecek (CoRR, 2025)

Trojan Horse Hunt in Time Series Forecasting for Space Operations. - Krzysztof Kotowski; Ramez Shendy; Jakub Nalepa; Przemyslaw Biecek; Piotr Wilczynski; Agata Kaczmarek; Dawid Pludowski; Artur Janicki; Evridiki Vasileia Ntagiou (CoRR, 2025)

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)

Fake or Real: The Impostor Hunt in Texts for Space Operations. - Agata Kaczmarek; Dawid Pludowski; Piotr Wilczynski; Krzysztof Kotowski; Ramez Shendy; Evridiki Vasileia Ntagiou; Jakub Nalepa; Artur Janicki; Przemyslaw Biecek (CoRR, 2025)