Distributed Machine Learning and Gradient Optimization

by Jiawei Jiang, Bin Cui, Ce Zhang

Book Overview

This book presents the state of the art in distributed machine learning algorithms that are based on gradient optimization methods. In the big data era, large-scale datasets pose enormous challenges for the existing machine learning systems. As such, implementing machine learning algorithms in a distributed environment has become a key technology, and recent research has shown gradient-based iterative optimization to be an effective solution. Focusing...

• Format: Paperback
• Language: English
• ISBN: 981163422X
• ISBN13: 9789811634222
• Release Date: February 2023
• Publisher: Springer
• Length: 169 Pages
• Weight: 0.59 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"