Minimization of divergences on sets of signed measures
Probability
2010-04-26 v1 Optimization and Control
Statistics Theory
Statistics Theory
Abstract
We consider the minimization problem of -divergences between a given probability measure and subsets of the vector space of all signed finite measures which integrate a given class of bounded or unbounded measurable functions. The vector space is endowed with the weak topology induced by the class where is the class of all bounded measurable functions. We treat the problems of existence and characterization of the -projections of on . We consider also the dual equality and the dual attainment problems when is defined by linear constraints.
Cite
@article{arxiv.1003.5457,
title = {Minimization of divergences on sets of signed measures},
author = {Michel Broniatowski and Amor Keziou},
journal= {arXiv preprint arXiv:1003.5457},
year = {2010}
}