A Marginal Characterization of Entropy Functions for Conditional Mutually Independent Random Variables (with Application to Wyner's Common Information) Conference Paper uri icon

abstract

  • © 2015 IEEE. We prove that by imposing a conditional mutual independence constraint and a marginalisation constraint, the almost entropic region can be completely characterised by Shannon-type information inequalities. Such a property is applied to obtain an explicit lower bound on the generalised Wyner common information.

author list (cited authors)

  • Chen, Q. i., Cheng, F., Liu, T., & Yeung, R. W.

citation count

  • 3

publication date

  • June 2015

publisher