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tensorsign

Efficient algorithm for nonparametric tensor completion via sign series. The algorithm employs the alternating optimization approach to solve the weighted classification problem.

The detailed algorithm description can be found in Lee and Wang (2021) arXiv:2102.00384.

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Version

Install

install.packages('tensorsign')

Monthly Downloads

9

Version

0.1.0

License

GPL (>= 2)

Maintainer

Chanwoo Lee

Last Published

February 8th, 2021

Functions in tensorsign (0.1.0)

Alt

Alternating optimization of the weighted classification loss
fit_continuous

Signal tensor estimation from a noisy and incomplete data tensor based on CP low rank tensor method.
SignT

Signal tensor estimation from a noisy and incomplete data tensor based on nonparametric tensor method via sign series.