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All publications by David Newman
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Improving Topic Coherence with Regularized Topic Models
David Newman, Edwin V. Bonilla and Wray Buntine
Advances in Neural Information Processing Systems 24, 2011


Distributed Algorithms for Topic Models
David Newman, Arthur U. Asuncion, Padhraic Smyth and Max Welling
Journal of Machine Learning Research, 2009


Distributed Inference for Latent Dirichlet Allocation
David Newman, Padhraic Smyth, Max Welling and Arthur U. Asuncion
Advances in Neural Information Processing Systems 20, 2007


A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation
Yee W. Teh, David Newman and Max Welling
Advances in Neural Information Processing Systems 19, 2006