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Concept
Cross-domain Transfer
From the meta-training tasks Ttrain, cross-task training finds meta-parameters φ∗ parameterizing the learning algorithm Fφ∗ . With a sufficient number of tasks in Ttrain, cross-task training should find a suitable φ∗ for a wide range of domains, and thus also works well on the tasks in Ttest containing the domains unseen during cross-task training.
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Updated 2022-08-14
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Data Science