Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor
Selection

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Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection

19 December 2023

Gwladys Kelodjou

Véronique Masson

Luis Galárraga

Maurice Tchuente

Alexandre Termier

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Papers citing "Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection"

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Title
Top- $k$ Feature Importance Ranking Yuxi Chen Tiffany M. Tang Genevera I. Allen 36 0 0 18 Sep 2025
ColonScopeX: Leveraging Explainable Expert Systems with Multimodal Data for Improved Early Diagnosis of Colorectal Cancer Natalia Sikora Robert L. Manschke Alethea M. Tang Peter Dunstan Dean A. Harris Su Yang 82 0 0 09 Apr 2025
Explaining Deep Learning-based Anomaly Detection in Energy Consumption Data by Focusing on Contextually Relevant Data Mohammad Noorchenarboo Katarina Grolinger 252 5 0 10 Jan 2025
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.8K 24,730 0 22 May 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.6K 18,272 0 16 Feb 2016