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What is: Mechanism Transfer?

SourceFew-shot Domain Adaptation by Causal Mechanism Transfer
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

Mechanism Transfer is a meta-distributional scenario for few-shot domain adaptation in which a data generating mechanism is invariant across domains. This transfer assumption can accommodate nonparametric shifts resulting in apparently different distributions while providing a solid statistical basis for domain adaptation.