{"department":[{"_id":"660"}],"type":"conference","date_created":"2024-03-01T14:15:31Z","project":[{"name":"TRR 318 - C3: TRR 318 - Subproject C3","_id":"126"},{"_id":"109","name":"TRR 318: TRR 318 - Erklärbarkeit konstruieren"},{"_id":"117","name":"TRR 318 - C: TRR 318 - Project Area C"}],"citation":{"apa":"Fumagalli, F., Muschalik, M., Kolpaczki, P., Hüllermeier, E., &#38; Hammer, B. (2023). SHAP-IQ: Unified Approximation of any-order Shapley Interactions. <i>Advances in Neural Information Processing Systems (NeurIPS)</i>, <i>36</i>, 11515--11551.","ieee":"F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, and B. Hammer, “SHAP-IQ: Unified Approximation of any-order Shapley Interactions,” in <i>Advances in Neural Information Processing Systems (NeurIPS)</i>, 2023, vol. 36, pp. 11515--11551.","chicago":"Fumagalli, Fabian, Maximilian Muschalik, Patrick Kolpaczki, Eyke Hüllermeier, and Barbara Hammer. “SHAP-IQ: Unified Approximation of Any-Order Shapley Interactions.” In <i>Advances in Neural Information Processing Systems (NeurIPS)</i>, 36:11515--11551, 2023.","short":"F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, B. Hammer, in: Advances in Neural Information Processing Systems (NeurIPS), 2023, pp. 11515--11551.","mla":"Fumagalli, Fabian, et al. “SHAP-IQ: Unified Approximation of Any-Order Shapley Interactions.” <i>Advances in Neural Information Processing Systems (NeurIPS)</i>, vol. 36, 2023, pp. 11515--11551.","ama":"Fumagalli F, Muschalik M, Kolpaczki P, Hüllermeier E, Hammer B. SHAP-IQ: Unified Approximation of any-order Shapley Interactions. In: <i>Advances in Neural Information Processing Systems (NeurIPS)</i>. Vol 36. ; 2023:11515--11551.","bibtex":"@inproceedings{Fumagalli_Muschalik_Kolpaczki_Hüllermeier_Hammer_2023, title={SHAP-IQ: Unified Approximation of any-order Shapley Interactions}, volume={36}, booktitle={Advances in Neural Information Processing Systems (NeurIPS)}, author={Fumagalli, Fabian and Muschalik, Maximilian and Kolpaczki, Patrick and Hüllermeier, Eyke and Hammer, Barbara}, year={2023}, pages={11515--11551} }"},"publication":"Advances in Neural Information Processing Systems (NeurIPS)","volume":36,"user_id":"93420","_id":"52230","language":[{"iso":"eng"}],"page":"11515--11551","intvolume":"        36","date_updated":"2025-09-11T16:18:16Z","author":[{"full_name":"Fumagalli, Fabian","first_name":"Fabian","last_name":"Fumagalli","id":"93420"},{"full_name":"Muschalik, Maximilian","last_name":"Muschalik","first_name":"Maximilian"},{"full_name":"Kolpaczki, Patrick","first_name":"Patrick","last_name":"Kolpaczki"},{"last_name":"Hüllermeier","first_name":"Eyke","full_name":"Hüllermeier, Eyke","id":"48129"},{"full_name":"Hammer, Barbara","first_name":"Barbara","last_name":"Hammer"}],"status":"public","title":"SHAP-IQ: Unified Approximation of any-order Shapley Interactions","year":"2023"}