Marcin Chlebus

According to our database, Marcin Chlebus authored at least 5 papers between 2021 and 2024.

Collaborative distances:

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

2024

Beyond the Black Box: Do More Complex Models Provide Superior XAI Explanations?

Mateusz Cedro, Marcin Chlebus

CoRR, 2024

2022

A Probability-Based Models Ranking Approach: An Alternative Method of Machine-Learning Model Performance Assessment.

Stanislaw Gajda, Marcin Chlebus

Sensors, 2022

The Advantage of Case-Tailored Information Metrics for the Development of Predictive Models, Calculated Profit in Credit Scoring.

Daniel Chroscicki, Marcin Chlebus

Entropy, 2022

2021

Multiclass Image Classification Using GANs and CNN Based on Holes Drilled in Laminated Chipboard.

Grzegorz Wieczorek, Marcin Chlebus, Janusz Gajda, Katarzyna Chyrowicz, Kamila Kontna, Michal Korycki, Albina Jegorowa, Michal Kruk

Sensors, 2021

Enabling Machine Learning Algorithms for Credit Scoring - Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models.

Przemyslaw Biecek, Marcin Chlebus, Janusz Gajda, Alicja Gosiewska, Anna Kozak, Dominik Ogonowski, Jakub Sztachelski, Piotr Wojewnik

CoRR, 2021