While working on the tail end of a side channel attack paper, the author came up with a new analytic form for Renyi entropy used in the type of hidden markov model used in the side channel attack. Pretty solid piece of work.
I am not super familiar with the use of Renyi entropy in HMMs, but it looks pretty generally interesting; something that can be used to find recurrence maps in general.