Skip to main content
1 of 2
Cesare
  • 189
  • 1
  • 9

Maximization of information over set of non-injective functions

Let $X$, $Y$, $Z$ be discrete random variables, with $Y$ and $Z$ independent. Does the following equality hold? $$ \max_{f_{Y,Z}} \big\{ \ I(X; f_{Y,Z}(Y,Z)) \ \big\} \le \max_{f_X, f_Y} \big \{ \ I(X; f_Y(Y), f_Z(Z)) \ \big \} $$ where the maximization is taken over all non-injective deterministic functions.

Cesare
  • 189
  • 1
  • 9