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Ji-Wei Zhao

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Efficient Inference under Label Shift in Unsupervised Domain Adaptation

This paper considers a particular type of distribution shift, label shift, and develops an e-icient inference procedure for general parameters characterizing the unlabeled target population, and proposes a progressive estimation strategy that unfolds in three stages: an initial heuristic guess, a consistent estimation,...

Yan-Yuan Ma, Ji-Wei Zhao · 0 citations

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