There is no universal source code for an infinite source alphabet
László Györfi, I. Pali, Edward C. van der Meulen · IEEE Transactions on Information Theory · 1994
Shows that a discrete infinite distribution with finite entropy cannot be estimated consistently in information divergence. As a corollary the authors show that there is no universal source code for an infinite source alphabet over the class of all discrete memoryless sources with finite entropy.>