2 papers
stat.ML2026
From XAI to MLOps: Explainable Concept Drift Detection with Profile Drift Detection
Ugur Dar, Mustafa Cavus
Predictive models often degrade in performance due to evolving data distributions, a phenomenon known as data drift. Among its forms, concept drift, where the relationship between…
cs.CY2024
Rashomon effect in Educational Research: Why More is Better Than One for Measuring the Importance of the Variables?
Jakub Kuzilek, Mustafa ÃavuÅ
This study explores how the Rashomon effect influences variable importance in the context of student demographics used for academic outcomes prediction. Our research follows the wa…