MEM pixel correlated solutions for generalized moment and interpolation problems

I. Csiszar, F. Gamboa, E. Gassiat

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

We propose a new family of solutions for the classical generalized moment problem and the interpolation problem. The maximum entropy method on the mean (MEM) construction is the limit of the mean of some random discretized measure, where the amplitudes between pixels have a dependence structure. The method may be interpreted as a Bayesian procedure. Linear transfer allows one to introduce new prior information such as: modality, convexity, Sobolev norms. We also present MEM for exchangeable amplitudes on the pixels.

Original languageEnglish
Title of host publicationProceedings - 1998 IEEE International Symposium on Information Theory, ISIT 1998
Pages357
Number of pages1
DOIs
Publication statusPublished - 1998
Event1998 IEEE International Symposium on Information Theory, ISIT 1998 - Cambridge, MA, United States
Duration: Aug 16 1998Aug 21 1998

Publication series

NameIEEE International Symposium on Information Theory - Proceedings
ISSN (Print)2157-8095

Other

Other1998 IEEE International Symposium on Information Theory, ISIT 1998
CountryUnited States
CityCambridge, MA
Period8/16/988/21/98

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Information Systems
  • Modelling and Simulation
  • Applied Mathematics

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  • Cite this

    Csiszar, I., Gamboa, F., & Gassiat, E. (1998). MEM pixel correlated solutions for generalized moment and interpolation problems. In Proceedings - 1998 IEEE International Symposium on Information Theory, ISIT 1998 (pp. 357). [708962] (IEEE International Symposium on Information Theory - Proceedings). https://doi.org/10.1109/ISIT.1998.708962