Maximilian Muschalik
Orcid: 0000-0002-6921-0204
According to our database1,
Maximilian Muschalik
authored at least 16 papers
between 2022 and 2025.
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Bibliography
2025
CoRR, January, 2025
2024
Stakeholder-centric explanations for black-box decisions: an XAI process model and its application to automotive goodwill assessments.
Frontiers Artif. Intell., 2024
Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory.
CoRR, 2024
Proceedings of the Workshop on Explainable AI for Time Series and Data Streams (TempXAI 2024) co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Incremental permutation feature importance (iPFI): towards online explanations on data streams.
Mach. Learn., December, 2023
Proceedings of the Explainable Artificial Intelligence, 2023
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023
2022
Künstliche Intell., 2022