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Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models


Jun 06, 2019
Alexander Terenin, Måns Magnusson, Leif Jonsson


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Polya Urn Latent Dirichlet Allocation: a doubly sparse massively parallel sampler


Aug 03, 2018
Alexander Terenin, Måns Magnusson, Leif Jonsson, David Draper


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Sparse Partially Collapsed MCMC for Parallel Inference in Topic Models


Aug 15, 2017
Måns Magnusson, Leif Jonsson, Mattias Villani, David Broman

* Accepted for publication in Journal of Computational and Graphical Statistics 

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DOLDA - a regularized supervised topic model for high-dimensional multi-class regression


Oct 20, 2016
Måns Magnusson, Leif Jonsson, Mattias Villani


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