Distributions of a General Reduced-Order Dependence Measure and Conditional Independence Testing. - Mariusz Kubkowski; Malgorzata Lazecka; Jan Mielniczuk (ICCS (7), 2020)

Selection Consistency of Lasso-Based Procedures for Misspecified High-Dimensional Binary Model and Random Regressors. - Mariusz Kubkowski; Jan Mielniczuk (Entropy, 2020)

How to Gain on Power: Novel Conditional Independence Tests Based on Short Expansion of Conditional Mutual Information. - Mariusz Kubkowski; Jan Mielniczuk; Pawel Teisseyre (J. Mach. Learn. Res., 2021)

Analyzing Credit Risk Model Problems through NLP-Based Clustering and Machine Learning: Insights from Validation Reports. - Szymon Lis; Mariusz Kubkowski; Olimpia Borkowska; Dobromil Serwa; Jaroslaw Kurpanik (CoRR, 2023)