Cordial Learning: Distributed Training with Correlated Data
We consider a distributed learning task with agents that have correlated data. Specifically, the label of an agent depends on the input of other agents for the same sample, and these inputs are also correlated. Correlated data is the reality when agents share the same environment. Existing decentralized methods, such a...
Sarah Shitrit, Ilai Bistritz
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