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An Elementary Introduction to Information Geometry
2020
Entropy
In this survey, we describe the fundamental differential-geometric structures of information manifolds, state the fundamental theorem of information geometry, and illustrate some use cases of these information manifolds in information sciences. The exposition is self-contained by concisely introducing the necessary concepts of differential geometry. Proofs are omitted for brevity.
doi:10.3390/e22101100
pmid:33286868
pmcid:PMC7650632
fatcat:ye2h3cjx35e6xcbrhiic2hmuea