This journal, as the first to be dedicated to the interdisciplinary field of information geometry:
- Embraces the challenge of uncovering and synthesizing mathematical foundations of information science;
- Offers a platform for intellectual engagements with overlapping interests and diverse backgrounds in mathematical science;
- Balances both theoretical and computational approaches, with ample attention to applications;
- Covers investigations of core concepts defining and studying invariance principles such as the Fisher–Rao metric, dual connection, divergence functions, exponential and mixture geodesics, information projections, and many more areas.
The journal engages its readership in geometrizing the science of information. It connects diverse branches of mathematical sciences that deal with probability, entropy, measurement, inference, and related concepts. Coverage includes original work and synthesis exploring the foundation and application of information geometry in both mathematical and computational aspects.
Journal information
- Editor-in-Chief
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- Shinto Eguchi
- Co-Editors
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- Nihat Ay,
- Frank Nielsen,
- Jun Zhang
- Publishing model
- Hybrid. Open Access options available
Journal metrics
- 131 days
- Submission to first decision
- 234 days
- Submission to acceptance
- 11,271 (2018)
- Downloads
Latest articles
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Manifolds of classical probability distributions and quantum density operators in infinite dimensions
Authors (first, second and last of 4)
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Journal updates
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Call for Papers on "Advances in Information Geometry (AIG2020)"
Guest Editors: Shinto Eguchi and Hiroshi Matsuzoe
Guest Handling Editors: Takafumi Kanamori, Kei Kobayashi, Takashi Takenouchi and Fuyuhiko Tanaka
Submission Deadline: 30 September 2020
Publication of the Special Issue: 2021 -
Call for Papers on "Information Geometry for Deep Learning"
Guest Editor: Frank Nielsen
Submission Deadline: 1 April 2020
Publication of the Special Issue: 2020 -
Call for Papers on "Information Geometry and Optimal Transport"
Guest Editor: Jun Zhang (University of Michigan)
Submission Deadline: 20 December 2019
Publication of the Special Issue: 2020
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About this journal
- Electronic ISSN
- 2511-249X
- Print ISSN
- 2511-2481
- Abstracted and indexed in
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- EBSCO Discovery Service
- Google Scholar
- Institute of Scientific and Technical Information of China
- Japanese Science and Technology Agency (JST)
- Mathematical Reviews
- Naver
- OCLC WorldCat Discovery Service
- ProQuest-ExLibris Primo
- ProQuest-ExLibris Summon
- zbMATH
- Copyright information
