[PDF.29rk] Adaptation, Learning, and Optimization Over Networks (Foundations and Trends(r) in Machine Learning)

Adaptation, Learning, and Optimization Over Networks (Foundations and Trends(r) in Machine Learning)

[PDF.lm88] Adaptation, Learning, and Optimization Over Networks (Foundations and Trends(r) in Machine Learning)

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 | #3477439 in Books |  2014-06-30 | Original language:English | PDF # 1 |  9.21 x1.04 x6.14l,1.65 | File type: PDF | 518 pages

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Adaptation, Learning, and Optimization over Networks deals with the topic of information processing over graphs. The presentation is largely self-contained and covers results that relate to the analysis and design of multi-agent networks for the distributed solution of optimization, adaptation, and learning problems from streaming data through localized interactions among agents. The results derived in this monograph are useful in comparing network topologies against eac...

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