Distributed Learning Systems with First-Order Methods

Distributed Learning Systems with First-Order Methods
Author: Ji Liu
Publisher:
Total Pages:
Release: 2020
Genre: Electronic books
ISBN: 9781680837018
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Download Distributed Learning Systems with First-Order Methods Book in PDF, Epub and Kindle

This monograph provides students and researchers the groundwork for developing faster and better research results in this dynamic area of research.


Distributed Learning Systems with First-Order Methods
Language: en
Pages:

Distributed Learning Systems with First-Order Methods

Authors: Ji Liu
Categories: Electronic books
Type: BOOK - Published: 2020 - Publisher:

GET EBOOK

This monograph provides students and researchers the groundwork for developing faster and better research results in this dynamic area of research.
First-order and Stochastic Optimization Methods for Machine Learning
Language: en
Pages: 591

First-order and Stochastic Optimization Methods for Machine Learning

Authors: Guanghui Lan
Categories: Mathematics
Type: BOOK - Published: 2020-05-15 - Publisher: Springer Nature

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This book covers not only foundational materials but also the most recent progresses made during the past few years on the area of machine learning algorithms.
Distributed Optimization and Statistical Learning Via the Alternating Direction Method of Multipliers
Language: en
Pages: 138

Distributed Optimization and Statistical Learning Via the Alternating Direction Method of Multipliers

Authors: Stephen Boyd
Categories: Computers
Type: BOOK - Published: 2011 - Publisher: Now Publishers Inc

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Surveys the theory and history of the alternating direction method of multipliers, and discusses its applications to a wide variety of statistical and machine l
Federated Learning
Language: en
Pages: 531

Federated Learning

Authors: Heiko Ludwig
Categories: Computers
Type: BOOK - Published: 2022-07-07 - Publisher: Springer Nature

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Federated Learning: A Comprehensive Overview of Methods and Applications presents an in-depth discussion of the most important issues and approaches to federate
Understanding Distributed Systems, Second Edition
Language: en
Pages: 344

Understanding Distributed Systems, Second Edition

Authors: Roberto Vitillo
Categories: Computers
Type: BOOK - Published: 2022-02-23 - Publisher: Roberto Vitillo

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Learning to build distributed systems is hard, especially if they are large scale. It's not that there is a lack of information out there. You can find academic