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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Wang-Chien Lee

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Open access Aug 2026

ECLAIR: Explainable Causal Learning for Robust GNNs with disentAngled uncertainty via Interventional Reasoning

The Explainable Causal Learning with disentangled uncertainty and Interventional Reasoning (ECLAIR) framework is proposed, which identifies precise causal structures for improved and generalizable prediction interpretation.

Li-Cheng Yeh, Meng-Fen Chiang, Wang-Chien Lee · 0 citations

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