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Scaling up Machine Learning: Parallel and Distributed Approaches - Couverture rigide

 
9780521192248: Scaling up Machine Learning: Parallel and Distributed Approaches
Couverture rigide
ISBN 10 : 0521192242 ISBN 13 : 9780521192248
Editeur : Cambridge University Press, 2011

Synopsis

This integrated collection covers a range of parallelization platforms, concurrent programming frameworks and machine learning settings, with case studies.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos des auteurs

Ron Bekkerman is a computer engineer and scientist whose experience spans across disciplines from video processing to business intelligence. Currently a senior research scientist at LinkedIn, he previously worked for a number of major companies including Hewlett-Packard and Motorola. Bekkerman's research interests lie primarily in the area of large-scale unsupervised learning. He is the corresponding author of several publications in top-tier venues, such as ICML, KDD, SIGIR, WWW, IJCAI, CVPR, EMNLP and JMLR.

Mikhail Bilenko is a researcher in the Machine Learning and Intelligence group at Microsoft Research. His research interests center on machine learning and data mining tasks that arise in the context of large behavioral and textual datasets. Bilenko's recent work has focused on learning algorithms that leverage user behavior to improve online advertising. His papers have been published at KDD, ICML, SIGIR, and WWW among other venues, and he has received best paper awards from SIGIR and KDD.

John Langford is a computer scientist working as a senior researcher at Yahoo! Research. Previously, he was affiliated with the Toyota Technological Institute and IBM T. J. Watson Research Center. Langford's work has been published at conferences and in journals including ICML, COLT, NIPS, UAI, KDD, JMLR and MLJ. He received the Pat Goldberg Memorial Best Paper Award, as well as best paper awards from ACM EC and WSDM. He is also the author of the popular machine learning weblog, hunch.net.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Cambridge University Press
Date d'édition
2011
Langue
anglais
ISBN 10 
0521192242
ISBN 13 
9780521192248
Reliure
Relié
Nombre de pages
492
Éditeur
Bekkerman Ron, Bilenko Mikhail, Langford John
Coordonnées du fabricant
Cambridge University Press
https://www.cambridge.org/

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Autres éditions populaires du même titre

9781108461740: Scaling Up Machine Learning: Parallel and Distributed Approaches

Edition présentée

ISBN 10 :  1108461743 ISBN 13 :  9781108461740
Editeur : Cambridge University Press, 2018
Couverture souple