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Bayesian Inference via Approximation of Log-likelihood for Priors in Exponential Family
The logarithm of the likelihood function is linearized with respect to the sufficient statistic of the prior distribution in exponential family such that the posterior obtains the same exponential family form as the prior.
Gaussian Mixture Reduction Using Reverse Kullback-Leibler Divergence
The results indicate that the performance and computational complexity of the proposed approach make it an efficient alternative to existing mixture reduction methods.
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