Julia Herbinger
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
4
Venues
3
Active years
2020–2025
Best venue rank
A*
Where they publish
Papers
4 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory. | Fabian Fumagalli, Maximilian Muschalik, Eyke Hllermeier, Barbara Hammer, Julia Herbinger |
| 2023 | ECAI | Leveraging Model-Based Trees as Interpretable Surrogate Models for Model Distillation. | Julia Herbinger, Susanne Dandl, Fiona Katharina Ewald, Sofia Loibl, Giuseppe Casalicchio |
| 2022 | AISTATS | REPID: Regional Effect Plots with implicit Interaction Detection. | Julia Herbinger, Bernd Bischl, Giuseppe Casalicchio |
| 2020 | ICML | General Pitfalls of Model-Agnostic Interpretation Methods for Machine Learning Models. | Christoph Molnar, Gunnar Knig, Julia Herbinger, Timo Freiesleben, Susanne Dandl, Christian A. Scholbeck, Giuseppe Casalicchio, Moritz Grosse-Wentrup, Bernd Bischl |