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Probability theory / Abstract algebra / Category theory / Functional analysis / Linear algebra / Kernel / Embedding / Characteristic function / Vector space / Mathematics / Algebra / Mathematical analysis


Kernel Embeddings of Conditional Distributions Le Song† , Kenji Fukumizu‡ and Arthur Gretton∗ †
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Document Date: 2013-07-16 10:05:15


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File Size: 2,32 MB

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Company

CXY / /

Facility

Georgia Institute of Technology The Institute / University College London Abstract Many / /

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graphical modeling tools / real-world signal processing problems / covariance operator / linear operator / cross-covariance operator / signal processing / inner product / graphical model inference algorithm / recent applications / belief propagation algorithm / nonparametric belief propagation algorithm / inference algorithms / kernel belief propagation algorithm / inner products / dynamical systems / kernel filtering algorithm / /

Organization

University College London / Institute of Statistical Mathematics / Georgia Institute of Technology / /

Person

Arthur Gretton / Kenji Fukumizu / /

Technology

nonparametric belief propagation algorithm / kernel belief propagation algorithm / inference algorithms / machine learning / belief propagation algorithm / graphical model inference algorithm / EM algorithm / kernel filtering algorithm / /

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