Kernel mean embedding of distributions: a review and beyond

Provides a comprehensive review of kernel mean embeddings of distributions and, in the course of doing so, discusses some challenging issues that could potentially lead to new research directions. The targeted audience includes graduate students and researchers in machine learning and statistics.

Detalles Bibliográficos
Autores principales: Muandet, Krikamol, Fukumizu, Kenji, Sriperumbudur, Bharath, Schölkopf, Bernhard
Lenguaje:eng
Publicado: Now Publishers 2017
Materias:
XX
Acceso en línea:http://cds.cern.ch/record/2762142
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author Muandet, Krikamol
Fukumizu, Kenji
Sriperumbudur, Bharath
Schölkopf, Bernhard
author_facet Muandet, Krikamol
Fukumizu, Kenji
Sriperumbudur, Bharath
Schölkopf, Bernhard
author_sort Muandet, Krikamol
collection CERN
description Provides a comprehensive review of kernel mean embeddings of distributions and, in the course of doing so, discusses some challenging issues that could potentially lead to new research directions. The targeted audience includes graduate students and researchers in machine learning and statistics.
id cern-2762142
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2017
publisher Now Publishers
record_format invenio
spelling cern-27621422021-04-21T16:39:15Zhttp://cds.cern.ch/record/2762142engMuandet, KrikamolFukumizu, KenjiSriperumbudur, BharathSchölkopf, BernhardKernel mean embedding of distributions: a review and beyondXXProvides a comprehensive review of kernel mean embeddings of distributions and, in the course of doing so, discusses some challenging issues that could potentially lead to new research directions. The targeted audience includes graduate students and researchers in machine learning and statistics.Now Publishersoai:cds.cern.ch:27621422017
spellingShingle XX
Muandet, Krikamol
Fukumizu, Kenji
Sriperumbudur, Bharath
Schölkopf, Bernhard
Kernel mean embedding of distributions: a review and beyond
title Kernel mean embedding of distributions: a review and beyond
title_full Kernel mean embedding of distributions: a review and beyond
title_fullStr Kernel mean embedding of distributions: a review and beyond
title_full_unstemmed Kernel mean embedding of distributions: a review and beyond
title_short Kernel mean embedding of distributions: a review and beyond
title_sort kernel mean embedding of distributions: a review and beyond
topic XX
url http://cds.cern.ch/record/2762142
work_keys_str_mv AT muandetkrikamol kernelmeanembeddingofdistributionsareviewandbeyond
AT fukumizukenji kernelmeanembeddingofdistributionsareviewandbeyond
AT sriperumbudurbharath kernelmeanembeddingofdistributionsareviewandbeyond
AT scholkopfbernhard kernelmeanembeddingofdistributionsareviewandbeyond

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