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For a study published in Neuron, researchers asked participants to rate their interest in a variety of trivia questions, and then displayed photos of unrelated faces while they waited for the answer ...

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Abstract: Due to data heterogeneity and parameter transmission failure, federated learning (FL) usually suffers performance degradation in wireless networks. To address this issue, a novel federated ...

Abstract: Federated Active Learning (FAL) has emerged as a promising framework to leverage large quantities of unlabeled data across distributed clients while preserving data privacy. However, ...