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Nonparametric Bayesian Density Modeling with Gaussian Processes
Published on 2008-08-046467 Views
We present the Gaussian Process Density Sampler (GPDS), an exchangeable generative model for use in nonparametric Bayesian density estimation. Samples drawn from the GPDS are consistent with exact,