RCDi: Robust Causal Direction Inference Using INUS-Inspired Asymmetry with the Solomonoff Prior

Investigating causal interactions between entities is a crucial task across various scientific domains. The traditional causal discovery methods often assume a predetermined causal direction, which is problematic when prior knowledge is insufficient. Identifying causal directions from observational...

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Bibliographic Details
Main Authors: Ling Zhao, Zhe Chen, Qinyao Luo, Silu He, Haifeng Li
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/13/3/544