DeepProxyCausalLearninganditsApplicationto ConfoundedBanditPolicyEvaluation

Neural Information Processing Systems 

Proxy causal learning (PCL) isamethod forestimating thecausal effectoftreatments on outcomes in the presence of unobserved confounding, usingproxies (structured side information) for the confounder.

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