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Online Learning for Latent Dirichlet Allocation
Published on Feb 4, 20258533 Views
We develop an online variational Bayes (VB) algorithm for Latent Dirichlet Allocation (LDA). Online LDA is based on online stochastic optimization with a natural gradient step, which we show converges