Causal Discovery Algorithm Based on Non-stationary Additive Noise Model

Causal discovery aims to mine the causal relationship between variables through observed data. Most existing methods assume that the data-generation process is stationary. However, this assumption is often not satisfied in the application environments, leading to unreliable results. This study revea...

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Bibliographic Details
Published in:Jisuanji gongcheng
Main Author: HAO Zhifeng, DING Kaipei, CAI Ruichu, CHEN Wei
Format: Article
Language:English
Published: Editorial Office of Computer Engineering 2024-04-01
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Online Access:https://www.ecice06.com/fileup/1000-3428/PDF/20240409.pdf