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

---

npj Artificial Intelligence

Oct. 2025. To be published.

---

Authors

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

---

Research Area

 A1 | Statistical Foundations & Explainability