Manifold Restricted Interventional Shapley Values

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Manifold Restricted Interventional Shapley Values

10 January 2023

Muhammad Faaiz Taufiq

Patrick Blobaum

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Papers citing "Manifold Restricted Interventional Shapley Values"

7 / 7 papers shown

Title
Towards Spatially-Aware and Optimally Faithful Concept-Based Explanations Shubham Kumar Dwip Dalal Narendra Ahuja 87 0 0 15 Apr 2025
Fast Estimation of Partial Dependence Functions using Trees Jinyang Liu Tessa Steensgaard Marvin N. Wright Niklas Pfister M. Hiabu FAtt 112 0 0 17 Oct 2024
Hard to Explain: On the Computational Hardness of In-Distribution Model Interpretation Guy Amir Shahaf Bassan Guy Katz 81 3 0 07 Aug 2024
Error Analysis of Shapley Value-Based Model Explanations: An Informative Perspective Ningsheng Zhao Jia Yuan Yu Krzysztof Dzieciolowski Trang Bui TDI FAtt 99 2 0 21 Apr 2024
Decoupling Pixel Flipping and Occlusion Strategy for Consistent XAI Benchmarks Stefan Blücher Johanna Vielhaben Nils Strodthoff AAML 131 22 0 12 Jan 2024
Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees Joseph Janssen Vincent Guan Elina Robeva 66 7 0 21 Apr 2022
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.3K 17,225 0 16 Feb 2016