Some contributions to approximate inference in Bayesian statistics
Due to the availability of larger data-sets and the complexity of Bayesian statistical models in modern applications, the need for fast and approximate inference techniques is becoming more and more prevalent. In this thesis, we contribute three approaches to approximate Bayesian inference in statis...
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Imperial College London
2013
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| Online Access: | http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.656423 |