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

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Wenqian Ye

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Book Open access Aug 2026

Concept-Residual Representation Expansion for Robustness to Spurious Correlations

Concept-Residual eXpansion (CRX), a concept-augmented framework that improves robustness by expanding the set of candidate predictive features by improving robustness to spurious correlations, is proposed.

Eric Xie, Guangzhi Xiong, Wenqian Ye et al. · 0 citations