Comments on: ``Hybrid semiparametric Bayesian networks

DOI10.1007/s11749-022-00818-xzbMath1492.62028OpenAlexW4282585610MaRDI QIDQ5970832

Antonio Salmerón

Publication date: 4 August 2022

Published in: Test (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11749-022-00818-x

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Density estimation (62G07) Bayesian inference (62F15) Reasoning under uncertainty in the context of artificial intelligence (68T37)

Cites Work

• Mixtures of truncated basis functions
• Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks
• Learning mixtures of polynomials of multidimensional probability densities from data using B-spline interpolation
• Supervised classification with conditional Gaussian networks: increasing the structure complexity from naive Bayes

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