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A Primer on Reproducing Kernel Hilbert Spaces (Foundations and Trends(r) in Signal Processing) - Softcover
Synopsis
Hilbert space theory is an invaluable mathematical tool in numerous signal processing and systems theory applications. Hilbert spaces satisfying certain additional properties are known as Reproducing Kernel Hilbert Spaces (RKHSs). This primer gives a gentle and novel introduction to RKHS theory. It also presents several classical applications. It concludes by focusing on recent developments in the machine learning literature concerning embeddings of random variables. Parenthetical remarks are used to...
- PublisherNow Publishers
- Publication date2015
- ISBN 10 1680830929
- ISBN 13 9781680830927
- BindingPaperback
- LanguageEnglish
- Number of pages144
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A Primer on Reproducing Kernel Hilbert Spaces
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ISBN 10: 1680830929
ISBN 13: 9781680830927
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