{"author":[{"id":"93420","full_name":"Fumagalli, Fabian","last_name":"Fumagalli","first_name":"Fabian"},{"first_name":"Maximilian","full_name":"Muschalik, Maximilian","last_name":"Muschalik"},{"first_name":"Patrick","last_name":"Kolpaczki","full_name":"Kolpaczki, Patrick"},{"id":"48129","first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier"},{"first_name":"Barbara","full_name":"Hammer, Barbara","last_name":"Hammer"}],"year":"2023","citation":{"bibtex":"@inproceedings{Fumagalli_Muschalik_Kolpaczki_Hüllermeier_Hammer_2023, title={SHAP-IQ: Unified Approximation of any-order Shapley Interactions}, volume={36}, booktitle={NeurIPS 2023 - Advances in Neural Information Processing Systems}, publisher={Curran Associates, Inc.}, author={Fumagalli, Fabian and Muschalik, Maximilian and Kolpaczki, Patrick and Hüllermeier, Eyke and Hammer, Barbara}, year={2023}, pages={11515--11551} }","apa":"Fumagalli, F., Muschalik, M., Kolpaczki, P., Hüllermeier, E., &#38; Hammer, B. (2023). SHAP-IQ: Unified Approximation of any-order Shapley Interactions. <i>NeurIPS 2023 - Advances in Neural Information Processing Systems</i>, <i>36</i>, 11515--11551.","mla":"Fumagalli, Fabian, et al. “SHAP-IQ: Unified Approximation of Any-Order Shapley Interactions.” <i>NeurIPS 2023 - Advances in Neural Information Processing Systems</i>, vol. 36, Curran Associates, Inc., 2023, pp. 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>NeurIPS 2023 - Advances in Neural Information Processing Systems</i>, 2023, vol. 36, pp. 11515--11551.","short":"F. Fumagalli, M. Muschalik, P. Kolpaczki, E. Hüllermeier, B. Hammer, in: NeurIPS 2023 - Advances in Neural Information Processing Systems, Curran Associates, Inc., 2023, 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>NeurIPS 2023 - Advances in Neural Information Processing Systems</i>, 36:11515--11551. Curran Associates, Inc., 2023.","ama":"Fumagalli F, Muschalik M, Kolpaczki P, Hüllermeier E, Hammer B. SHAP-IQ: Unified Approximation of any-order Shapley Interactions. In: <i>NeurIPS 2023 - Advances in Neural Information Processing Systems</i>. Vol 36. Curran Associates, Inc.; 2023:11515--11551."},"_id":"52230","language":[{"iso":"eng"}],"volume":36,"publisher":"Curran Associates, Inc.","type":"conference","page":"11515--11551","intvolume":"        36","user_id":"93420","date_created":"2024-03-01T14:15:31Z","status":"public","publication":"NeurIPS 2023 - Advances in Neural Information Processing Systems","project":[{"_id":"126","name":"TRR 318 - C3: TRR 318 - Subproject C3"},{"_id":"109","name":"TRR 318: TRR 318 - Erklärbarkeit konstruieren","grant_number":"438445824"},{"name":"TRR 318 - C: TRR 318 - Project Area C","_id":"117"}],"date_updated":"2024-03-05T16:48:05Z","department":[{"_id":"660"}],"title":"SHAP-IQ: Unified Approximation of any-order Shapley Interactions"}