Optimization Algorithms for Distributed Machine Learning by Gauri Joshi Paperbac
52,02 €
By Gauri Joshi. Author Gauri Joshi. This book discusses state-of-the-art stochastic optimization algorithms for distributed machine learning and analyzes their convergence speed. The book first introduces stochastic gradient descent (SGD) and its distributed version, synchronous SGD, where the task of computing gradients is divided across several worker nodes.
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