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Exponential Family and Inverse Problems

Identifieur interne : 000F82 ( Main/Exploration ); précédent : 000F81; suivant : 000F83

Exponential Family and Inverse Problems

Auteurs : Aleš Gottvald [République tchèque]

Source :

RBID : ISTEX:2D02BF3F2D05232065BD814C5C68DF41A7CAAF8C

Abstract

Abstract: We associate Inverse Problems with a structure called Exponential Family. This structure is pivotal in many fundamental theories (Bayesian Probability Theory, Maximum Entropy Principle, Fourier-Laplace Transforms, Generatingfunctionology, Sufficient Statistics, Lie Groups, ...), and offers extensive applications to Physical Theories and Complex Systems.

Url:
DOI: 10.1007/978-94-017-2494-4_17


Affiliations:

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