Blog posts

Why Any Distribution-Free Lower-Bound Estimator for Mutual Information Can’t Beat ln N

7 minute read

Published: May 05, 2025

An explainer of McAllester & Stratos (2020) plus worked intuition, aimed at anyone puzzled by the “$\ln N$ saturation’’ of neural MI estimators.

First Blog Post

less than 1 minute read

Published: September 20, 2019

Website and the Blog is still under construction