Memory and Communication Efficient Federated Kernel k -Means.
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DOI: 10.1109/tnnls.2022.3213777
Abstract: A federated kernel k -means (FedKKM) algorithm is developed in this article to conduct distributed clustering with low memory consumption on user devices. In FedKKM, a federated eigenvector approximation (FEA) algorithm is designed to iteratively… read more here.
Keywords: communication efficient; kernel means; communication; federated kernel ... See more keywords