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Text-Enhanced Multimodal Method for SAR Ship Classification With Geometry and Polarization Information

open access: gold
J. Y. Chen   +6 more
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Information geometry

Japanese Journal of Mathematics, 2021
SummaryStatistical inference is constructed upon a statistical model consisting of a parameterised family of probability distributions, which forms a manifold. It is important to study the geometry of the manifold. It was Professor C. R. Rao who initiated information geometry in his monumental paper published in 1945.
openaire   +4 more sources

Finite Information Geometry

2017
This chapter investigates probability distributions on a finite sample space and takes advantage of the more elementary nature of this setting. There are two complementary ways to view a probability distribution. One consists in viewing it as (positive) measure with total mass 1.
Ay, Nihat   +3 more
openaire   +1 more source

Information Geometry and Statistics

2017
We apply the functional analytical and differential geometric results of the preceding chapters to the field of statistics and obtain very general versions of the basic classical results. In a narrower sense, the term statistic refers to a mapping from a given sample space Ω to another Ω′, and it is called sufficient for a parametric family, if the ...
Ay, Nihat   +3 more
openaire   +1 more source

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