Indian buffet processes with power-law behavior
The Indian buffet process (IBP) is an exchangeable distribution over binary matrices used in Bayesian nonparametric featural models. In this paper we propose a three-parameter generalization of the IBP exhibiting power-law behavior. We achieve this by generalizing the beta process (the de Finetti me...
| Main Authors: | , |
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| Formato: | Journal article |
| Idioma: | English |
| Publicado: |
2009
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