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Online Learning and Online Convex Optimization (Foundations and Trends(r) in Machine Learning)

Shai Shalev-Shwartz




[PDF.zr45] Online Learning and Online Convex Optimization (Foundations and Trends(r) in Machine Learning)

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 | #4085694 in Books |  Now Publishers Inc |  2012-03-25 | Original language:English | PDF # 1 |  9.21 x.21 x6.14l,.34 | File type: PDF | 102 pages

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Online learning is a well established learning paradigm which has both theoretical and practical appeals. The goal of online learning is to make a sequence of accurate predictions given knowledge of the correct answer to previous prediction tasks and possibly additional available information. Online learning has been studied in several research fields including game theory, information theory, and machine learning. It also became of great interest to practitioners due th...

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