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Effective Parallelisation for Machine Learning

Published in Figshare • Jan 1, 2020
Authors:
Michael Kamp
,
Mario Boley
,
Olana Missura

Abstract

We present a novel parallelisation scheme that simplifies the adaptation of learning algorithms to growing amounts of data as well as growing needs for accurate and confident predictions in critical applications. In contrast to other parallelisation techniques, it can be applied to a broad class of ...

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