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4 votes
1 answer
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In what ways is Gaussian Process Regression both parametric and non-parametric?

Gaussian Process Regression is considered a "non-parametric" model. However, the term "non-parametric" is often used imprecisely to mean different things, leading to questions ...
socialscientist's user avatar
4 votes
1 answer
133 views

Learning parameters of non-parametric Bayesian models

I have a sample of Chinese restaurant process which I want to model as Pitman–Yor process. How do I determine parameters of Pitman-Yor model from given sample? For Dirichlet process I would just use ...
Moonwalker's user avatar