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Distributed Learning Systems with First-Order Methods
Language: en
Pages:
Authors: Ji Liu
Categories: Electronic books
Type: BOOK - Published: 2020 - Publisher:

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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: 114
Authors: Ji Liu
Categories: Computers
Type: BOOK - Published: 2020-06-17 - Publisher: Now Publishers

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Scalable and efficient distributed learning is one of the main driving forces behind the recent rapid advancement of machine learning and artificial intelligenc
First-order and Stochastic Optimization Methods for Machine Learning
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Authors: Guanghui Lan
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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
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
Developing Digital RF Memories and Transceiver Technologies for Electromagnetic Warfare
Language: en
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Authors: Phillip E. Pace
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This book provides a comprehensive resource and thorough treatment in the latest development of Digital RF Memory (DRFM) technology and their key role in mainta