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Manifold Restricted Interventional Shapley Values
10 January 2023
Muhammad Faaiz Taufiq
Patrick Blobaum
Lenon Minorics
FAtt
Re-assign community
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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
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