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Causal Representation Learning for Robust and Interpretable Audit Risk Identification in Financial Systems

Jingjing Li, Qingmiao Gan, Ruibo Wu, Chen Chen, Ruoyi Fang, J. Lai

2026Advances in economics, business and management research/Advances in Economics, Business and Management Research6 citationsDOI

Topics & Concepts

Identification (biology)Artificial intelligenceComputer scienceAuditRepresentation (politics)Machine learningCausality (physics)FinanceKey (lock)Financial AuditCausal modelInterpretabilityEconometricsRisk managementAudit riskFinancial riskRobustness (evolution)Knowledge representation and reasoningActuarial scienceData miningExplainable Artificial Intelligence (XAI)Bayesian Modeling and Causal InferenceImbalanced Data Classification Techniques
Causal Representation Learning for Robust and Interpretable Audit Risk Identification in Financial Systems | Litcius