Renormalized Mutual Information for Artificial Scientific Discovery

1 code implementation • 4 May 2020 • Leopoldo Sarra, Andrea Aiello, Florian Marquardt

We derive a well-defined renormalized version of mutual information that allows to estimate the dependence between continuous random variables in the important case when one is deterministically dependent on the other.

Dimensionality Reduction