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d5c04aa72b92c53bda5b525b60958295-Supplemental-Conference.pdf

Neural Information Processing Systems

Westudy linear regression under covariate shift, where themarginal distribution over the input covariates differs in the source and the target domains, while the conditional distribution of the output given the input covariates is similar across thetwodomains.