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Home/Authors/Maximilian Muschalik

Maximilian Muschalik

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 7:02 AM AMS

6

papers

128

total citations

papers (6)

SHAP-IQ: Unified Approximation of any-order Shapley Interactions

NEURIPS 2023arXiv

Approximating the Shapley Value without Marginal Contributions

Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles

Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks

KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions

Explaining Similarity in Vision-Language Encoders with Weighted Banzhaf Interactions

NEURIPS 2025arXiv