Počet záznamů: 1

On minimization of multivariate entropy functionals

  1. 1.
    0356510 - UTIA-B 2011 RIV GR eng C - Konferenční příspěvek (zahraniční konf.)
    Csiszár, I. - Matúš, František
    On minimization of multivariate entropy functionals.
    Proceedings of the 2009 IEEE Information Theory Workshop on Networking and Information. Volos: IEEE, 2009, s. 96-100. ISBN 978-1-4244-4535-6.
    [IEEE Information Theory Workshop on Networking and Information Theory 2009. Volos (GR), 10.06.2009-12.06.2009]
    Grant CEP: GA ČR GA201/08/0539; GA AV ČR IAA100750603
    Výzkumný záměr: CEZ:AV0Z10750506
    Klíčová slova: convex integral functionals * entropy * f-divergence * Bregman distance
    Kód oboru RIV: BD - Teorie informace
    http://library.utia.cas.cz/separaty/2011/MTR/matus-on minimization of multivariate entropy functionals.pdf http://library.utia.cas.cz/separaty/2011/MTR/matus-on minimization of multivariate entropy functionals.pdf

    The problem of minimizing convex integral functionals subject to moment-like constraints is treated in a general setting when the underlying convex function may be multivariate, perhaps not strictly convex or differentiable. The results are applied to the minimization of $f$-divergences simultaneously in both variables.
    Trvalý link: http://hdl.handle.net/11104/0195013