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
Call Number:Libro Electrónico
Main Author: CHAUHAN, VINOD KUMAR
Format: Electronic eBook
Language:Inglés
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.
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