Automatic inference for higher-order probabilistic programs

Probabilistic models used in quantitative sciences have historically co-evolved with methods for performing inference: specific modeling assumptions are made not because they are appropriate to the application domain, but because they are required to leverage existing software packages or inference...

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Bibliographic Details
Main Author: Paige, Timothy Brooks
Other Authors: Wood, Frank
Published: University of Oxford 2016
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.730289