Mixture-of-Experts Variational Autoencoder for clustering and generating from similarity-based representations on single cell data

Clustering high-dimensional data, such as images or biological measurements, is a long-standing problem and has been studied extensively. Recently, Deep Clustering has gained popularity due to its flexibility in fitting the specific peculiarities of complex data. Here we introduce the Mixture-of-Exp...

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Detalles Bibliográficos
Autores principales: Kopf, Andreas, Fortuin, Vincent, Somnath, Vignesh Ram, Claassen, Manfred
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8277074/
https://www.ncbi.nlm.nih.gov/pubmed/34191792
http://dx.doi.org/10.1371/journal.pcbi.1009086

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8277074/
https://www.ncbi.nlm.nih.gov/pubmed/34191792
http://dx.doi.org/10.1371/journal.pcbi.1009086

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