Externally Valid Policy Evaluation from Randomized Trials Using Additional Observational Data

Neural Information Processing Systems 

Randomized trials are widely considered as the gold standard for evaluating the effects of decision policies. Trial data is, however, drawn from a population which may differ from the intended target population and this raises a problem of external validity (aka.