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Efficient Interpretation of Deep Learning Models Using Graph Structure and Cooperative Game Theory: Application to ASD Biomarker Discovery
14 December 2018
Xiaoxiao Li
Nicha Dvornek
Yuan Zhou
Juntang Zhuang
P. Ventola
James S. Duncan
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Papers citing
"Efficient Interpretation of Deep Learning Models Using Graph Structure and Cooperative Game Theory: Application to ASD Biomarker Discovery"
4 / 4 papers shown
Title
Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI
Xiaoxiao Li
Nicha Dvornek
Juntang Zhuang
P. Ventola
James S. Duncan
59
70
0
23 Aug 2018
L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data
Jianbo Chen
Le Song
Martin J. Wainwright
Michael I. Jordan
FAtt
TDI
63
213
0
08 Aug 2018
A Unified Approach to Interpreting Model Predictions
Scott M. Lundberg
Su-In Lee
FAtt
335
21,459
0
22 May 2017
Visualizing Deep Neural Network Decisions: Prediction Difference Analysis
L. Zintgraf
Taco S. Cohen
T. Adel
Max Welling
FAtt
93
707
0
15 Feb 2017
1