Bayesian Nonparametric Models Peter Orbanz Cambridge University Yee Whye Teh University College London Related keywords Bayesian Methods Prior Probabilities Dirichlet Process Gaussian Processes

De64257nition A Bayesian nonparametric model is a Bayesian model on an in64257nitedimensional parameter space The parameter space is typically chosen as the set of all possi ble solutions for a given learning problem For example in a regression prob

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