From Causal Structure to Conditional Generation
Yu-Chen Guan, Chair Pradeep Ravikumar, Bryan Wilder
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Preprint
Jul 2026
Robust Human-AI Complementarity under Uncertainty
It is shown that a key factor is the error correlation structure between human and AI predictions, and when the AI's prediction errors are negatively correlated with those of the human, the decision maker can construct robust strategies which guarantee improvements in expected utility.
Yewon Byun, Bryan Wilder
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