Advertisement

Maximum Entropy Under Uncertainty

  • Henryk Gzyl
Conference paper
Part of the Fundamental Theories of Physics book series (FTPH, volume 98)

Abstract

A method for finding maximum entropy distributions when the data is noisy is provided. It does not rely on making a priori assumptions on the nature of the noise contaminating the measurements.

Keywords

Probability Distribution Inverse Problem Unit Ball Maximum Entropy Regularization Parameter 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. 1.
    CR.Smith and W.T.Grandy, Jr. (eds) “Bayesian Methods in Inverse Problems”. Kluwer Pubs, Dordrecht, 1985zbMATHGoogle Scholar
  2. 2.
    C.R.Smith and G.J.Erickson (eds.) “Maximum Entropy and Bajesian Spectral Analysis and Estimation Problems.” Kluwer Acad. Pubs, Dordrecht, 1987Google Scholar
  3. 3.
    G.J.Erickson and C.R.Smith (eds.) “Maximum Entropy and Bayesian Methods is Science and Engineering”. Vol. I. Foundations. Kluwer Acad. Pubs. Dordrecht, 1988Google Scholar
  4. 4.
    G.J.Erickson and C.R.Smith (eds) “Maximum Entropy and Bayesian Methods in Science and Engineering”. Vol. II, Applications, Kluwer Acad.Pubs, Dordrecht, 1988zbMATHGoogle Scholar
  5. 5.
    J.Skilling (eds.) “Maximum Entropy Dordrecht”. Vol. II, Applications. Kluwer Acad. Pubs, Dordrecht, 1988Google Scholar
  6. 6.
    P.F.Fougere (eds) “Maximun Entropy and Bayesiam Methods”. Kluwer Acad. Pubs., Dordrecht, 1990Google Scholar
  7. 7.
    W.T.Grandy, Jr. and L.H.Schick (eds) “Maximum Entropy and Bayesian Methods, Kluwer Acad. Pubs., Dordrecht, 1991”Google Scholar
  8. 8.
    C.R.Smith, G.J.Erickson and P.O.Neudorfer (eds.) “Maximum Entropy and Bayesian Methods”, Kluwer Acad. Pubs., Dordrecht 1992.zbMATHGoogle Scholar
  9. 9.
    A.Mohammad-Djafri and G.Demoment (eds). “Maximum Entropy and Bayesiam Methods”, Kluwer Acad. Pubs., Dordrecht, 1993Google Scholar
  10. 10.
    G.R.Heidbreder (ed.) “Maximum Entropy and Bayesiam Methods”. Kluwer Acad. Pubs., Dordrecht, 1996Google Scholar
  11. 11.
    J.Skilling and S.Sibisi (eds.) “Maximum Entropy and Bayesian Methods,” Kluwer Acad. Pubs, Dordrecht, 1996zbMATHGoogle Scholar
  12. 12.
    K.M. Hanson and R.N. Silver (eds.) “Maximum Entropy and Bayesiam Methods,” Kluwer Acad. Pubs. Dordrech, 1997.Google Scholar
  13. 13.
    I.Csiszar, in [12] pp.35–50.Google Scholar
  14. 14.
    F.Gamboa, “Mimmizacion de information de Kullback et maximization de l’entropie sous une contrainte quadratique” CRAS, Paris t.306, Seriel, pp. 425–427, 1988.Google Scholar

Copyright information

© Springer Science+Business Media Dordrecht 1998

Authors and Affiliations

  • Henryk Gzyl
    • 1
  1. 1.Escuela de Física y Matemáticas Facultad de CienciasUniversidad Central de VenezuelaCaracasVenezuela

Personalised recommendations