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Statistical properties of sketching algorithms

Sketching is a probabilistic data compression technique that has been largely developed by the computer science community. Numerical operations on big datasets can be intolerably slow; sketching algorithms address this issue by generating a smaller surrogate dataset. Typically, inference proceeds on...

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Detalles Bibliográficos
Autores principales: Ahfock, D. C., Astle, W. J., Richardson, S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7612324/
https://www.ncbi.nlm.nih.gov/pubmed/35125502
http://dx.doi.org/10.1093/biomet/asaa062

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