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Beta processes, stick-breaking, and power laws

Bayesian Analysis, (2011)

Cited by: 86|Views4
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Abstract

The beta-Bernoulli process provides a Bayesian nonparametric prior for models involving collections of binary-valued features. A draw from the beta process yields an infinite collection of probabilities in the unit interval, and a draw from the Bernoulli process turns these into binary-valued features. Recent work has provided stick-bre...More

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michael i jordan
michael i jordan
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