Maximilian Muschalik
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
7
Active years
2023–2026
Best venue rank
A*
Where they publish
Papers
11 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | HyperSHAP: Shapley Values and Interactions for Explaining Hyperparameter Optimization. | Marcel Wever, Maximilian Muschalik, Fabian Fumagalli, Marius Lindauer |
| 2025 | AISTATS | Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory. | Fabian Fumagalli, Maximilian Muschalik, Eyke Hllermeier, Barbara Hammer, Julia Herbinger |
| 2025 | EMNLP | Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions. | Meghdut Sengupta, Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hllermeier, Debanjan Ghosh, Henning Wachsmuth |
| 2025 | ESANN | Explaining Outliers using Isolation Forest and Shapley Interactions. | Roel Visser, Fabian Fumagalli, Maximilian Muschalik, Eyke Hllermeier, Barbara Hammer |
| 2025 | ICLR | Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks. | Maximilian Muschalik, Fabian Fumagalli, Paolo Frazzetto, Janine Strotherm, Luca Hermes, Alessandro Sperduti, Eyke Hllermeier, Barbara Hammer |
| 2025 | NAACL | Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection. | Maximilian Spliethver, Tim Knebler, Fabian Fumagalli, Maximilian Muschalik, Barbara Hammer, Eyke Hllermeier, Henning Wachsmuth |
| 2024 | AAAI | Approximating the Shapley Value without Marginal Contributions. | Patrick Kolpaczki, Viktor Bengs, Maximilian Muschalik, Eyke Hllermeier |
| 2024 | AAAI | Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles. | Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hllermeier |
| 2024 | AISTATS | SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification. | Patrick Kolpaczki, Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hllermeier |
| 2024 | ICML | KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions. | Fabian Fumagalli, Maximilian Muschalik, Patrick Kolpaczki, Eyke Hllermeier, Barbara Hammer |
| 2023 | ESANN | On Feature Removal for Explainability in Dynamic Environments. | Fabian Fumagalli, Maximilian Muschalik, Eyke Hllermeier, Barbara Hammer |