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All publications by David M. Mimno
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Scalable Inference of Overlapping Communities
Prem Gopalan, Sean Gerrish, Michael Freedman, David M. Blei and David M. Mimno
Advances in Neural Information Processing Systems 25, 2012


Sparse stochastic inference for latent Dirichlet allocation
Matt Hoffman, David M. Blei and David M. Mimno
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Evaluation methods for topic models
Hanna M. Wallach, Iain Murray, Ruslan Salakhutdinov and David M. Mimno
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Rethinking LDA: Why Priors Matter
Andrew Mccallum, David M. Mimno and Hanna M. Wallach
Advances in Neural Information Processing Systems 22, 2009


Mixtures of hierarchical topics with Pachinko allocation
David M. Mimno, Wei Li and Andrew Mccallum
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007