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Information Geometry by Geert Verdoolaege

Information Geometry

by Geert Verdoolaege
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Book cover type: Paperback
  • ISBN13: 9783038976325
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Mdpi AG
  • Publisher Imprint: Mdpi AG
  • Publication Date:
  • Pages: 356
  • Original Price: GBP 69.45
  • Language: English
  • Edition: N/A
  • Item Weight: 762 grams
  • BISAC Subject(s): General

This Special Issue of the journal Entropy, titled "Information Geometry I", contains a collection of 17 papers concerning the foundations and applications of information geometry. Based on a geometrical interpretation of probability, information geometry has become a rich mathematical field employing the methods of differential geometry. It has numerous applications to data science, physics, and neuroscience. Presenting original research, yet written in an accessible, tutorial style, this collection of papers will be useful for scientists who are new to the field, while providing an excellent reference for the more experienced researcher. Several papers are written by authorities in the field, and topics cover the foundations of information geometry, as well as applications to statistics, Bayesian inference, machine learning, complex systems, physics, and neuroscience.

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