Guaranteed Model Order Estimation and Sample Complexity Bounds for LDA

10 Dec 2013E. D. Gutiérrez

The question of how to determine the number of independent latent factors (topics) in mixture models such as Latent Dirichlet Allocation (LDA) is of great practical importance. In most applications, the exact number of topics is unknown, and depends on the application and the size of the data set... (read more)

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