Pólya Urn Latent Dirichlet Allocation: A Doubly Sparse Massively Parallel Sampler
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DOI: 10.1109/tpami.2018.2832641
Abstract: Latent Dirichlet Allocation (LDA) is a topic model widely used in natural language processing and machine learning. Most approaches to training the model rely on iterative algorithms, which makes it difficult to run LDA on… read more here.
Keywords: sampler; latent dirichlet; lya urn; dirichlet allocation ... See more keywords