Mariusz Kubkowski

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 5

Top Topics

Structure Learning

Computational Model

Conditional Independence

High Dimensional

Top Venues

J. Mach. Learn. Res.

Publications

Szymon Lis, Mariusz Kubkowski, Olimpia Borkowska, Dobromil Serwa, Jaroslaw Kurpanik
Analyzing Credit Risk Model Problems through NLP-Based Clustering and Machine Learning: Insights from Validation Reports. CoRR (2023)
Mariusz Kubkowski, Jan Mielniczuk, Pawel Teisseyre
How to Gain on Power: Novel Conditional Independence Tests Based on Short Expansion of Conditional Mutual Information. J. Mach. Learn. Res. 22 (2021)
Mariusz Kubkowski, Malgorzata Lazecka, Jan Mielniczuk
Distributions of a General Reduced-Order Dependence Measure and Conditional Independence Testing. ICCS (7) (2020)
Mariusz Kubkowski, Jan Mielniczuk
Selection Consistency of Lasso-Based Procedures for Misspecified High-Dimensional Binary Model and Random Regressors. Entropy 22 (2) (2020)
Mariusz Kubkowski, Jan Mielniczuk
Selection consistency of Lasso-based procedures for misspecified high-dimensional binary model and random regressors. CoRR (2019)