Beta Processes, Stick-Breaking and Power Laws
Work
Year: 2012
Type: article
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 probabiliti... more
Source: Bayesian Analysis
Institution University of California, Berkeley
Cites: 29
Cited by: 79
Related to: 10
FWCI: 9.387
Citation percentile (by year/subfield): 100
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond