When to trust an explanation?
Herbinger: Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory. AISTATS 2025: 5140-5148 Maximilian Muschalik, Fabian Fumagalli, Paolo Frazzetto, Janine Strotherm, Luca Hermes [...] Barbara Hammer: Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks. ICLR 2025 Fabian Hinder, Valerie Vaquet, Barbara Hammer: One or two things we know about concept drift - a survey …