Distributed Inference for Latent Dirichlet Allocation

Newman, David, Smyth, Padhraic, Welling, Max, Asuncion, Arthur U.

Neural Information Processing Systems 

We investigate the problem of learning a widely-used latent-variable model - the Latent Dirichlet Allocation (LDA) or "topic" model - using distributed computation, whereeach of

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