A $k$ -additive Choquet integral-based approach to approximate the SHAP values for local interpretability in machine learning

3 November 2022

Papers citing "A $k$-additive Choquet integral-based approach to approximate the SHAP values for local interpretability in machine learning"

4 / 4 papers shown

Title
shapiq: Shapley Interactions for Machine Learning Maximilian Muschalik Hubert Baniecki Fabian Fumagalli Patrick Kolpaczki Barbara Hammer Eyke Hüllermeier TDI 14 9 0 02 Oct 2024
KernelSHAP-IQ: Weighted Least-Square Optimization for Shapley Interactions Fabian Fumagalli Maximilian Muschalik Patrick Kolpaczki Eyke Hüllermeier Barbara Hammer 22 6 0 17 May 2024
Looking Deeper into Tabular LIME Damien Garreau U. V. Luxburg FAtt LMTD 104 30 0 25 Aug 2020
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 131 2,701 0 18 Nov 2015