942 citations · 2.3k across the 50 of their papers we have counts for
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cs.IT2008★ 4 cited
Nonextensive Generalizations of the Jensen-Shannon Divergence
Andre Martins, Pedro Aguiar, Mario Figueiredo
Convexity is a key concept in information theory, namely via the many implications of Jensen's inequality, such as the non-negativity of the Kullback-Leibler divergence (KLD). Jens…
cs.IT2006★ 29 cited
Network Inference from Co-Occurrences
Michael Rabbat, Mario Figueiredo, Robert Nowak
The recovery of network structure from experimental data is a basic and fundamental problem. Unfortunately, experimental data often do not directly reveal structure due to inherent…