Stochastic Reasoning, Free Energy, and Information Geometry

DOI10.1162/0899766041336477zbMath1090.68106OpenAlexW2148047171WikidataQ51993667 ScholiaQ51993667MaRDI QIDQ4823701

Toshiyuki Tanaka, Shiro Ikeda, Shun-ichi Amari

Publication date: 28 October 2004

Published in: Neural Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1162/0899766041336477

Mathematics Subject Classification ID

Reasoning under uncertainty in the context of artificial intelligence (68T37)

Related Items (5)

Statistical modelling of higher-order correlations in pools of neural activity ⋮ Integration of Stochastic Models by Minimizing α-Divergence ⋮ Hereditary structure in Hamiltonians: Information geometry of Ising spin chains ⋮ Pooling design and bias correction in DNA library screening ⋮ Sophisticated Inference

Cites Work

• CCCP Algorithms to Minimize the Bethe and Kikuchi Free Energies: Convergent Alternatives to Belief Propagation
• The Concave-Convex Procedure
• The geometry of turbo-decoding dynamics
• Information geometry on hierarchy of probability distributions

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