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https://pubmed.ncbi.nlm.nih.gov/38091762
The Dominating Set Model Aggregation (DSMA) algorithm, which applies graph theory’s Minimum Connected Dominating Set concept, reduces communication time in decentralized deep learning by up to 100X without sacrificing accuracy, and sometimes even increasing it.