Articles with "taskonomy non" as a keyword



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Federated Learning with Taskonomy for Non-IID Data

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Published in 2022 at "IEEE transactions on neural networks and learning systems"

DOI: 10.1109/tnnls.2022.3152581

Abstract: Classical federated learning approaches incur significant performance degradation in the presence of non-independent and identically distributed (non-IID) client data. A possible direction to address this issue is forming clusters of clients with roughly IID data.… read more here.

Keywords: non iid; federated learning; learning taskonomy; taskonomy non ... See more keywords