Articles with "unseen domains" as a keyword



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Generalization on Unseen Domains via Model-Agnostic Learning for Intelligent Fault Diagnosis

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Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"

DOI: 10.1109/tim.2022.3152316

Abstract: Machine learning-based diagnosis methods have achieved remarkable success under the assumption that the training and test data are identically distributed. However, a critical requirement of these methods is the generalization capability to unseen domains when… read more here.

Keywords: unseen domains; diagnosis; agnostic learning; model agnostic ... See more keywords