STOCHASTIC OPTIMIZATION FOR LARGE-SCALE MACHINE LEARNING.

Advancements in the technology and availability of data sources have led to the `Big Data' era. Working with large data offers the potential to uncover more fine-grained patterns and take timely and accurate decisions, but it also creates a lot of challenges such as slow training and scalabilit...

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Bibliographic Details

Main Author:	CHAUHAN, VINOD KUMAR
Format:	eBook
Language:	English
Published:	[S.l.] : CRC PRESS, 2021.
Subjects:	Machine learning > Statistical methods. Big data. Mathematical optimization. Stochastic processes. Stochastic Processes Apprentissage automatique > Méthodes statistiques. Données volumineuses. Optimisation mathématique. Processus stochastiques.
Online Access:	Connect to the full text of this electronic book