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Scientific Inference with Interpretable Machine Learning: Analyzing Models to Learn About Real-World Phenomena.

, , , и . Minds Mach., 34 (3): 32 (сентября 2024)

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Torsten König

Naturwissen, Ästhetik und Religion in Bernardin de Saint-Pierres Études de la nature. HU Berlin, (2007)

Melanie Königshoff

The WNT1 induced signalling protein 1 is a novel mediator of impaired epithelial-mesenchymal interactions in lung fibrosis. Uni Gießen, (2009)

Atty König

Artur König

August König

 

Другие публикации лиц с тем же именем

Relative Feature Importance., , , и . ICPR, стр. 9318-9325. IEEE, (2020)Improvement-Focused Causal Recourse (ICR)., , и . AAAI, стр. 11847-11855. AAAI Press, (2023)Dear XAI Community, We Need to Talk! - Fundamental Misconceptions in Current XAI Research., и . xAI (1), том 1901 из Communications in Computer and Information Science, стр. 48-65. Springer, (2023)Decomposition of Global Feature Importance into Direct and Associative Components (DEDACT)., , , , и . CoRR, (2021)A Guide to Feature Importance Methods for Scientific Inference., , , , , и . CoRR, (2024)Scientific Inference with Interpretable Machine Learning: Analyzing Models to Learn About Real-World Phenomena., , , и . Minds Mach., 34 (3): 32 (сентября 2024)If interpretability is the answer, what is the question?: a causal perspective.. Ludwig Maximilian University of Munich, Germany, (2023)General Pitfalls of Model-Agnostic Interpretation Methods for Machine Learning Models., , , , , , , , и . xxAI@ICML, том 13200 из Lecture Notes in Computer Science, стр. 39-68. Springer, (2020)Efficient SAGE Estimation via Causal Structure Learning., , и . AISTATS, том 206 из Proceedings of Machine Learning Research, стр. 11650-11670. PMLR, (2023)Relating the Partial Dependence Plot and Permutation Feature Importance to the Data Generating Process., , , , , и . CoRR, (2021)