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Compressed computations using wavelets for hidden Markov models with continuous observations

Compression as an accelerant of computation is increasingly recognized as an important component in engineering fast real-world machine learning methods for big data; c.f., its impact on genome-scale approximate string matching. Previous work showed that compression can accelerate algorithms for Hid...

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Detalles Bibliográficos
Autores principales: Bello, Luca, Wiedenhöft, John, Schliep, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10243634/
https://www.ncbi.nlm.nih.gov/pubmed/37279196
http://dx.doi.org/10.1371/journal.pone.0286074