Towards a Reliable Evaluation of Local Interpretation Methods

The growing use of deep neural networks in critical applications is making interpretability urgently to be solved. Local interpretation methods are the most prevalent and accepted approach for understanding and interpreting deep neural networks. How to effectively evaluate the local interpretation m...

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Bibliographic Details
Main Authors: Jun Li, Daoyu Lin, Yang Wang, Guangluan Xu, Chibiao Ding
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/6/2732