A Practical Method for Self-adapting Gaussian Expectation Maximization

Keywords

Computer science, Maximization, Gaussian, Gaussian process, Mathematical optimization

References

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• EM algorithms for Gaussian mixtures with split-and-merge operationZhihua Zhang, Chibiao Chen, Jian Sun — 2003
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• Maximum likelihood estimation from incomplete data via the EM algorithmA. P. Dempster — 1977
• Akaike Information Criterion Statistics.Dan Grove, Yoshitaka Sakamoto, Makio Ishiguro — 1988

Cited by

• Unsupervised Greedy Learning of Finite Mixture ModelsNicola Greggio, Alexandre Bernardino, Cecilia Laschi — 2010
• Unsupervised Learning of Gaussian Mixture Models in the Presence of Dynamic EnvironmentsAbdolrahman Khoshrou, Antonio Pedro Aguiar — 2015
• Unsupervised Learning of Finite Gaussian Mixture Models (GMMs): A Greedy ApproachN. Greggio, Alexandre Bernardino, J. Santos-Victor — 2010

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