Estimation with infinite-dimensional exponential family and Fisher divergence

DOI10.1007/s41884-023-00122-zOpenAlexW4388627432MaRDI QIDQ6138814

Kenji Fukumizu

Publication date: 16 January 2024

Published in: Information Geometry (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s41884-023-00122-z

zbMATH Keywords

score matchinginfinite-dimensional exponential familyFisher divergence

Mathematics Subject Classification ID

Statistical aspects of information-theoretic topics (62B10) Calculus on manifolds; nonlinear operators (58Cxx) Local differential geometry (53Bxx)

Cites Work

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• Information Geometry
• Density Estimation in Infinite Dimensional Exponential Families
• A Correspondence Between Bayesian Estimation on Stochastic Processes and Smoothing by Splines
• Theory of Reproducing Kernels

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