Distributed Learning Systems with First-order Methods
An Introduction
Scalable and efficient distributed learning is one of the main driving forces behind the recent rapid advancement of machine learning and artificial intelligence. One prominent feature of this development is that recent progress has been made by researchers in two communities: (1) the system community such as database, data management, and distributed systems, and (2) the machine learning and mathematical optimization community. The interaction and knowledge sharing between these two communities has led to the rapid development of new distributed learning systems and theory.This monograph provides a brief introduction to three distributed lea…
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Produktdetails
Weitere Autoren: Zhang, Ce
- ISBN: 978-1-68083-700-1
- EAN: 9781680837001
- Produktnummer: 34295918
- Verlag: Now Publishers Inc
- Sprache: Englisch
- Erscheinungsjahr: 2020
- Seitenangabe: 114 S.
- Masse: H23.4 cm x B15.6 cm x D0.6 cm 187 g
- Abbildungen: Paperback
- Gewicht: 187
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