28 citations · 159 across the 26 of their papers we have counts for
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cs.IT2022★ 10 cited
Markov Categories and Entropy
Paolo Perrone
Markov categories are a novel framework to describe and treat problems in probability and information theory. In this work we combine the categorical formalism with the traditional…
cs.IT2016
Iterative Scaling Algorithm for Channels
Paolo Perrone, Nihat Ay
Here we define a procedure for evaluating KL-projections (I- and rI-projections) of channels. These can be useful in the decomposition of mutual information between input and outpu…
cs.IT2015
Hierarchical Quantification of Synergy in Channels
Paolo Perrone, Nihat Ay
The decomposition of channel information into synergies of different order is an open, active problem in the theory of complex systems. Most approaches to the problem are based on…