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cs.IT2022
On the Kullback-Leibler divergence between pairwise isotropic Gaussian-Markov random fields
Alexandre L. M. Levada
The Kullback-Leibler divergence or relative entropy is an information-theoretic measure between statistical models that play an important role in measuring a distance between rando…
cs.IT2022
The Curvature Effect in Gaussian Random Fields
Alexandre L. M. Levada
Random field models are mathematical structures used in the study of stochastic complex systems. In this paper, we compute the shape operator of Gaussian random field manifolds usi…