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Bergman distances in exponential families

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    0334543 - ÚTIA 2010 CZ eng A - Abstract
    Stummer, W. - Vajda, Igor
    Bergman distances in exponential families.
    [Bergmanovy vzdálenosti v exponenciálních rodinách.]
    Abstracts of Contributions to 5th International Workshop on Data-Algorthms-Decision Making. Praha: UTIA, AV ČR, v.v.i, 2009. s. 14-14.
    [5th International Workshop on Data-Algorthms-Decision Making. 29.11.2009-01.12.2009, Plzen]
    R&D Projects: GA MŠMT(CZ) 1M0572
    Institutional research plan: CEZ:AV0Z10750506
    Keywords : Bregman distances * Divergences * Exponential families
    Subject RIV: BD - Theory of Information
    http://library.utia.cas.cz/separaty/2010/SI/vajda-bergman distances in exponential families.pdf

    General Bregman distances of probability mesures are introduced and their relations to the divergences of probability measures are established. Explicit formulas for exponentially distributed data and random processes are demonstrated.

    Jsou zavedeny obecné Bregmanovy vzdálenosti pravděpodobnostních měr a ustavenz jejich vytahz k divergencím pravděpodobnostních měr. Jsou předvedeny explicitní formule pro exponenciálně rozdělená data a procesy.
    Permanent Link: http://hdl.handle.net/11104/0179253

     
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