Mariusz Kubkowski

According to our database, Mariusz Kubkowski authored at least 4 papers between 2020 and 2023.

Collaborative distances:

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

2023

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

2021

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

2020

Selection Consistency of Lasso-Based Procedures for Misspecified High-Dimensional Binary Model and Random Regressors.

Mariusz Kubkowski, Jan Mielniczuk

Entropy, 2020

Distributions of a General Reduced-Order Dependence Measure and Conditional Independence Testing.

Mariusz Kubkowski, Malgorzata Lazecka, Jan Mielniczuk

Proceedings of the Computational Science - ICCS 2020, 2020