Maximilian Muschalik

Venues

Frequent coauthors

Papers

1. HyperSHAP: Shapley Values and Interactions for Explaining Hyperparameter Optimization
   AAAI 2026 ·

   Marcel Wever

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2. Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection
   NAACL 2025 ·

   Maximilian Spliethöver

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3. Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks
   ICLR 2025 · Maximilian Muschalik
4. Explaining Similarity in Vision-Language Encoders with Weighted Banzhaf Interactions
   NeurIPS 2025 ·

   Hubert Baniecki

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5. Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions
   EMNLP 2025 ·

   Meghdut Sengupta

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6. Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory
   AISTATS 2025 ·

   Fabian Fumagalli

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7. Approximating the Shapley Value without Marginal Contributions
   AAAI 2024 ·

   Patrick Kolpaczki

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8. Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles
   AAAI 2024 · Maximilian Muschalik
9. KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions
   ICML 2024 ·

   Fabian Fumagalli

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10. SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification
    AISTATS 2024 ·

    Patrick Kolpaczki

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11. shapiq: Shapley Interactions for Machine Learning
    NeurIPS 2024 · Maximilian Muschalik