Analyzing the Influence of Hyper-parameters and Regularizers of Topic Modeling in Terms of Renyi Entropy

Topic modeling is a popular technique for clustering large collections of text documents. A variety of different types of regularization is implemented in topic modeling. In this paper, we propose a novel approach for analyzing the influence of different regularization types on results of topic mode...

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Detalles Bibliográficos
Autores principales: Koltcov, Sergei, Ignatenko, Vera, Boukhers, Zeyd, Staab, Steffen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516868/
https://www.ncbi.nlm.nih.gov/pubmed/33286169
http://dx.doi.org/10.3390/e22040394

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516868/
https://www.ncbi.nlm.nih.gov/pubmed/33286169
http://dx.doi.org/10.3390/e22040394

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