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Robust Initialization for Learning Latent Dirichlet Allocation
2015Latent Dirichlet Allocation (LDA) represents perhaps the most famous topic model, employed in many different contexts in Computer Science. The wide success of LDA is due to the effectiveness of this model in dealing with large datasets, the competitive performances obtained on several tasks (e.g. classification, clustering), and the interpretability of
LOVATO, PIETRO +3 more
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Topic selection in latent dirichlet allocation
2014 11th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), 2014Biao Wang +4 more
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Text data analysis using Latent Dirichlet Allocation: an application to FOMC transcripts
Applied Economics Letters, 2021Hector Carcel
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The exact asymptotic form of Bayesian generalization error in latent Dirichlet allocation
Neural Networks, 2021Naoki Hayashi
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