Evaluating Sensitivity to the Stick Breaking Prior in Bayesian Nonparametrics

15 Oct 2018Runjing LiuRyan GiordanoMichael I. JordanTamara Broderick

A central question in many probabilistic clustering problems is how many distinct clusters are present in a particular dataset. A Bayesian nonparametric (BNP) model addresses this question by placing a generative process on cluster assignment... (read more)

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