Distributed Learning Systems with First-order Methods: An Introduction (Foundations and Trends(r) in Databases)

Lingua: inglese

Editore: Now Publishers, 2020

1680837001 / 9781680837001

Da: Leopolis, Kraków, PoloniaLeopolis

Venditore con 5 stelle

Venditore AbeBooks dal 6 gennaio 2016

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Descrizione dell’articolo da parte del venditore

8vo (23.5 cm). VIII, 105 pp. Laminated wrappers. "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 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 but to fully realize the potential, it is essential they understand the whole picture. This monograph provides the bridge between the two communities. The simplified introduction to the essential aspects of each community enables researchers to gain insights into the factors influencing both. The monograph provides students and researchers the groundwork for developing faster and better research results in this dynamic area of research." (publisher's description).…

Codice articolo 008557

Titolo
Distributed Learning Systems with First-order Methods: An Introduction (Foundations and Trends(r) in Databases)
Autore
Liu, Ji; Zhang, Ce
Editore
Now Publishers
Anno di pubblicazione
2020
Condizione
New
Rilegatura
Soft cover
Lingua
inglese
ISBN 10
1680837001
ISBN 13
9781680837001
Cataloghi dei venditori
Computer science, Science

Leopolis

Kraków, Polonia

Venditore con 5 stelle

Venditore AbeBooks dal 6 gennaio 2016

Tariffe di spedizione da Polonia a U.S.A.

ArticoloDa 5 a 10 giorni lavorativiDa 5 a 10 giorni lavorativi
Primo articoloEUR 65,00EUR 65,00
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Descrizione dello Store

Specializing in mathematical sciences, Church Slavonic and Slavic books, Eastern European history, travels and topography, bibliography, history and art of the book, history of libraries and collections

Informazioni sull’azienda del venditore

Leopolis Volodymyr Dmyterko

Krowoderska 33 / 7A
Kraków, Polonia 31141