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Approximate Gradient Coding with Optimal Decoding

Published in arXiv (Cornell University) • Jun 17, 2020
NobleIDNI5P65W07R83S75
Authors:
Margalit Glasgow
,
Mary Wootters

Abstract

In distributed optimization problems, a technique called gradient coding, which involves replicating data points, has been used to mitigate the effect of straggling machines. Recent work has studied approximate gradient coding, which concerns coding schemes where the replication factor of the data i...

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