Explaining a Series of Models by Propagating Shapley Values

Explaining a Series of Models by Propagating Shapley Values

30 April 2021

Scott M. Lundberg

Papers citing "Explaining a Series of Models by Propagating Shapley Values"

11 / 11 papers shown

Title
Generalised Label-free Artefact Cleaning for Real-time Medical Pulsatile Time Series Xuhang Chen Ihsane Olakorede Stefan Yu Bögli Wenhao Xu Erta Beqiri ... Chenyu Tang Zeyu Gao Shuo Gao A. Ercole P. Smielewski OOD 59 0 0 29 Apr 2025
A Comprehensive Study of Shapley Value in Data Analytics Hong Lin Shixin Wan Zhongle Xie Ke Chen Meihui Zhang Lidan Shou Gang Chen 95 0 0 02 Dec 2024
Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning John Wu David Wu Jimeng Sun 39 1 0 31 Oct 2024
Improving the Weighting Strategy in KernelSHAP Lars Henry Berge Olsen Martin Jullum TDI FAtt 69 2 0 07 Oct 2024
DILA: Dictionary Label Attention for Mechanistic Interpretability in High-dimensional Multi-label Medical Coding Prediction John Wu David Wu Jimeng Sun 98 0 0 16 Sep 2024
Feature Importance in Pedestrian Intention Prediction: A Context-Aware Review Mohsen Azarmi Mahdi Rezaei He Wang Ali Arabian 34 1 0 11 Sep 2024
T-Explainer: A Model-Agnostic Explainability Framework Based on Gradients Evandro S. Ortigossa Fábio F. Dias Brian Barr Claudio T. Silva L. G. Nonato FAtt 54 2 0 25 Apr 2024
MixEHR-SurG: a joint proportional hazard and guided topic model for inferring mortality-associated topics from electronic health records Yixuan Li Archer Y. Yang Ariane Marelli Yue Li 14 2 0 20 Dec 2023
CausalTime: Realistically Generated Time-series for Benchmarking of Causal Discovery Yuxiao Cheng Ziqian Wang Tingxiong Xiao Qin Zhong J. Suo Kunlun He AI4TS CML 30 11 0 03 Oct 2023
Model free variable importance for high dimensional data Naofumi Hama Masayoshi Mase Art B. Owen 8 1 0 15 Nov 2022
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 227 3,681 0 28 Feb 2017