59 citations · 252 across the 21 of their papers we have counts for
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cs.IT2016★ 14 cited
Information Theoretic Structure Learning with Confidence
Kevin R. Moon, Morteza Noshad, Salimeh Yasaei Sekeh +1
Information theoretic measures (e.g. the Kullback Liebler divergence and Shannon mutual information) have been used for exploring possibly nonlinear multivariate dependencies in hi…
cs.IT2016★ 22 cited
Ensemble Estimation of Information Divergence
Kevin R. Moon, Kumar Sricharan, Kristjan Greenewald +1
Recent work has focused on the problem of nonparametric estimation of information divergence functionals. Many existing approaches are restrictive in their assumptions on the densi…