8 citations · 21 across the 5 of their papers we have counts for
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cs.IT2017★ 8 cited
Assessing Information Transmission in Data Transformations with the Channel Multivariate Entropy Triangle
Francisco J. Valverde-Albacete, Carmen Peláez-Moreno
Data transformation, e.g. feature transformation and selection, is an integral part of any machine learning procedure. In this paper we introduce an information-theoretic model and…
cs.IT2017★ 1 cited
Entropy operates in non-linear semifields
Francisco J. Valverde-Albacete, Carmen Peláez-Moreno
We set out to demonstrate that the Rényi entropies with parameter are better thought of as operating in a type of non-linear semiring called a positive semifield. We show how t…