On entropy for mixtures of discrete and continuous variables

Chandra Nair, Balaji Prabhakar, Devavrat Shah

Let $X$ be a discrete random variable with support $S$ and $f:S\to S^{\prime }$ be a bijection. Then it is well-known that the entropy of $X$ is the same as the entropy of $f(X)$.…