Gunnar König

I am interested in the development of sustainable machine learning and its application for the societal good.

PhD Candidate with Prof. Moritz Grosse-Wentrup and Prof. Bernd Bischl with research interests causality, interpretable machine learning and precision medicine.
Active member of the ConsciousCoders.

contact, publications, teaching

Gunnar König, Christoph Molnar, Bernd Bischl, Moritz Grosse-Wentrup
"Relative Feature Importance"
arXiv preprint arXiv:2007.08283 (2020), [pdf]

Christoph Molnar, Gunnar König, Julia Herbinger, Timo Freiesleben et al.
"Pitfalls to Avoid when Interpreting Machine Learning Models."
ICML XXAI Workshop (2020), [pdf]

Christoph Molnar, Gunnar König, Bernd Bischl, Giuseppe Casallichio
"Model-agnostic Feature Importance and Effects with Dependent Features--A Conditional Subgroup Approach."
arXiv preprint arXiv:2006.04628 (2020), [pdf]

Gunnar König, Moritz Grosse-Wentrup;
"A Causal Perspective on Challenges for AI in Precision Medicine"
PMBC2019, [pdf]