7 citations · 7 across the 2 of their papers we have counts for
2 papers
stat.ML2012
Predictive Information Rate in Discrete-time Gaussian Processes
Samer A. Abdallah, Mark D. Plumbley
We derive expressions for the predicitive information rate (PIR) for the class of autoregressive Gaussian processes AR(N), both in terms of the prediction coefficients and in terms…
math.ST2010★ 7 cited
A measure of statistical complexity based on predictive information
Samer A. Abdallah, Mark D. Plumbley
We introduce an information theoretic measure of statistical structure, called 'binding information', for sets of random variables, and compare it with several previously proposed…