{"date_created":"2024-03-01T14:15:31Z","_id":"52230","status":"public","author":[{"full_name":"Fumagalli, Fabian","last_name":"Fumagalli","id":"93420","first_name":"Fabian"},{"full_name":"Muschalik, Maximilian","last_name":"Muschalik","first_name":"Maximilian"},{"full_name":"Kolpaczki, Patrick","last_name":"Kolpaczki","first_name":"Patrick"},{"id":"48129","first_name":"Eyke","full_name":"Hüllermeier, Eyke","last_name":"Hüllermeier"},{"full_name":"Hammer, Barbara","last_name":"Hammer","first_name":"Barbara"}],"year":"2023","user_id":"93420","publisher":"Curran Associates, Inc.","volume":36,"type":"conference","project":[{"_id":"126","name":"TRR 318 - C3: TRR 318 - Subproject C3"},{"name":"TRR 318: TRR 318 - Erklärbarkeit konstruieren","grant_number":"438445824","_id":"109"},{"_id":"117","name":"TRR 318 - C: TRR 318 - Project Area C"}],"citation":{"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.","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.","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.","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.","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} }","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."},"department":[{"_id":"660"}],"language":[{"iso":"eng"}],"intvolume":"        36","page":"11515--11551","date_updated":"2024-03-05T16:48:05Z","title":"SHAP-IQ: Unified Approximation of any-order Shapley Interactions","publication":"NeurIPS 2023 - Advances in Neural Information Processing Systems"}