Mutual Information Bounded by Fisher Information

Wojciech Górecki, Xi Lu, Chiara Macchiavello +1

We derive a general upper bound to mutual information in terms of the Fisher information. The bound may be further used to derive a lower bound for the Bayesian quadratic cost. The…