SHAP-IQ: Unified Approximation of any-order Shapley Interactions

Item #:

075280-0508

Details

DOI: https://doi.org/10.52202/075280-0508
Author(s): Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier, Patrick Kolpaczki, Maximilian Muschalik
Pages: 11515-11551 (37 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/075280-0508
Author(s): Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier, Patrick Kolpaczki, Maximilian Muschalik
Pages: 11515-11551 (37 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)