Generative Link Tree:A Counterfactual Explanation Generation Approach with High Data Fidelity

The super large data scale and complex structure of deep models show excellent performance in processing and application of Internet data,but reduce the interpretability of AI systems.Counterfactual Explanations(CE) has received much attention from researchers as a special kind of explanation approa...

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Bibliographic Details
Main Author: WANG Ming, WU Wen-fang, WANG Da-ling, FENG Shi, ZHANG Yi-fei
Format: Article
Language:zho
Published: Editorial office of Computer Science 2022-09-01
Series:Jisuanji kexue
Subjects:
Online Access:https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-49-9-33.pdf