AnInformation-theoreticApproachtoDistribution Shifts

Neural Information Processing Systems 

From our theoretical analysis and empirical evaluation, we conclude that the model selection procedure needs tobe guided by careful considerations regardingtheobserveddata,thefactorsusedforcorrection,andthestructureofthe data-generatingprocess.

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