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Exact Non-Parametric Bayesian Inference on Infinite Trees
Bayesian density estimation exact linear time algorithm non-parametric inference adaptive infinite tree Polya tree
2010/3/19
Given i.i.d. data from an unknown distribution, we consider the problem
of predicting future items. An adaptive way to estimate the probability density
is to recursively subdivide the domain to an a...