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Online Learning for Latent Dirichlet Allocation
Published on 2011-03-258541 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