Error bounds for functional approximation and estimation using mixtures of experts

DOI10.1109/18.669150zbMath0902.68197OpenAlexW2148845857MaRDI QIDQ4400320

Assaf J. Zeevi, Ron Meir, Vitaly Maiorov

Publication date: 18 October 1998

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

Full work available at URL: https://semanticscholar.org/paper/ca16b0df50480de52db2889700c0278774441ff0

zbMATH Keywords

mixture of experts model

Mathematics Subject Classification ID

Theory of languages and software systems (knowledge-based systems, expert systems, etc.) for artificial intelligence (68T35)

Related Items (6)

Approximations of conditional probability density functions in Lebesgue spaces via mixture of experts models ⋮ Uniform consistency in nonparametric mixture models ⋮ A Universal Approximation Theorem for Mixture-of-Experts Models ⋮ Approximation of conditional densities by smooth mixtures of regressions ⋮ Hierarchical mixtures-of-experts for exponential family regression models: Approximation and maximum likelihood estimation ⋮ On Convergence Rates of Mixtures of Polynomial Experts

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