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Conference Paper (international conference)
On minimization of multivariate entropy functionals
,
: Proceedings of the 2009 IEEE Information Theory Workshop on Networking and Information, p. 96-100
: IEEE Information Theory Workshop on Networking and Information Theory 2009, (Volos, GR, 10.06.2009-12.06.2009)
: CEZ:AV0Z10750506
: GA201/08/0539, GA ČR, IAA100750603, GA AV ČR
: convex integral functionals, entropy, f-divergence, Bregman distance
(eng): 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.
: BD