Julia Herbinger (Preferred)
Julia Herbinger
Postdoc, Leibniz Institute for Prevention Research and Epidemiology – BIPS
Joined
May 2021
Names
Emails
****@stat.uni-muenchen.de (Confirmed)
****@gmail.com (Confirmed)
Personal Links
Career & Education History
Postdoc
Leibniz Institute for Prevention Research and Epidemiology – BIPS (leibniz-bips.de)
2025 – Present
Postdoc
ATB Potsdam (atb-potsdam.de)
2024 – 2025
PhD student
Ludwig-Maximilians-Universität München (lmu.de)
2020 – 2023
Advisors, Relations & Conflicts
Expertise
interpretable machine learning
, XAI; explainability
, functional decomposition
, feature-based explanations
, Shapley values
Present
Publications
Co-Authors
- Barbara Hammer
- Bernd Bischl
- Christian Scholbeck
- Christoph Molnar
- Christos Diou
- Eirini Ntoutsi
- Eyke Hüllermeier
- Fabian Fumagalli
- Gabriel Laberge
- Giuseppe Casalicchio
- Gunnar König
- Julia Moosbauer
- Marius Lindauer
- Marvin N. Wright
- Maximilian Muschalik
- Moritz Grosse-Wentrup
- Susanne Dandl
- Theodore Dalamagas
- Thomas Nagler
- Timo Freiesleben
- Vasileios Gkolemis
- Yann Pequignot