entropy

Shannon Entropy Estimation in infinite alphabets

Shannon entropy estimation in countably infinite alphabets is addressed by adopting convergence results of the entropy functional and concentration inequalities.

Universal Weak Variable-Length Source Coding on Countably Infinite Alphabets

This work introduces the notion of almost lossless source coding for infinite alphabets information sources.