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researcher

A. Levada

8 papers hereh-index 11439 citations86 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author8

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.IT8

identity via Semantic Scholar / OpenAlex

activity
20112024
most citedLearning from Complex Systems: On the Roles of Entropy and Fisher Information in Pairwise Isotropic Gaussian Markov Random Fields

10 citations · 15 across the 8 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.IT2021

Geodesic curves in Gaussian random field manifolds

Alexandre L. M. Levada

Random fields are mathematical structures used to model the spatial interaction of random variables along time, with applications ranging from statistical physics and thermodynamic…

cs.IT2021

On the curvatures of Gaussian random field manifolds

Alexandre L. M. Levada

Information geometry is concerned with the application of differential geometry concepts in the study of the parametric spaces of statistical models. When the random variables are…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.