Achieving Interpretable Machine Learning by Functional Decomposition of Black-Box Models Into Explainable Predictor Effects

MCML Authors

David Rügamer

Prof. Dr.

Principal Investigator

Statistics, Data Science and Machine Learning

Abstract

tba

article KRB+25

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npj Artificial Intelligence

Oct. 2025. To be published.

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Authors

D. Köhler • D. Rügamer • L. Boyle • K. Maloney • M. Schmid

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Research Area

 A1 | Statistical Foundations & Explainability