A two-stage pretraining-finetuning method with partial initialization of prediction heads improves CATE estimation from combined observational and RCT data under hidden confounding.
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A Partial Initialization Strategy to Mitigate the Overfitting Problem in CATE Estimation with Hidden Confounding
A two-stage pretraining-finetuning method with partial initialization of prediction heads improves CATE estimation from combined observational and RCT data under hidden confounding.