Distributed Learning Systems with First-Order MethodsAuthor :
Paperback
Published : Wednesday 24 June 2020
Description
Provides a brief introduction to three distributed learning techniques that have recently been developed: lossy communication compression, asynchronous communication, and decentralized communication. These have significant impact on the work in both the system and machine learning and mathematical optimization communities.
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