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ICJ UMR5208, Université Jean Monnet, Ecole Centrale de Lyon, INSA Lyon, Universite Claude Bernard Lyon
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SPDNN estimators can adaptively achieve optimal convergence rates under covariate shift, even when the density ratio is unknown.