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...

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Bibliográfalaš dieđut
Váldodahkkit: Teh, Y, Gorür, D
Materiálatiipa: Journal article
Giella:English
Almmustuhtton: 2009

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