Abstract: With the prevalence of real-time intelligence applications, online edge learning (OEL) has gained increasing attentions due to the ability of rapidly accessing environmental data to improve ...
Abstract: The dual challenges of high communication costs and gradient inaccessibility–common in privacy-sensitive systems or black-box environments–drive our work on communication-constrained, ...
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