Bayesian non-parametrics and the probabilistic approach to modelling

Modelling is fundamental to many fields of science and engineering. A model can be thought of as a representation of possible data one could predict from a system. The probabilistic approach to modelling uses probability theory to express all aspects of uncertainty in the model. The probabilistic ap...

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Bibliographic Details
Main Author: Ghahramani, Zoubin
Format: Online
Language:English
Published: The Royal Society Publishing 2013
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3538441/