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    Chapter and Conference Paper

    Towards Sparsified Federated Neuroimaging Models via Weight Pruning

    Federated training of large deep neural networks can often be restrictive due to the increasing costs of communicating the updates with increasing model sizes. Various model pruning techniques have been design...

    Dimitris Stripelis, Umang Gupta in Distributed, Collaborative, and Federated … (2022)