tensorsign: Nonparametric Tensor Completion via Sign Series

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>.

Getting started

Package details

AuthorChanwoo Lee <chanwoo.lee@wisc.edu>, Miaoyan Wang <miaoyan.wang@wisc.edu>
MaintainerChanwoo Lee <chanwoo.lee@wisc.edu>
LicenseGPL (>= 2)
Version0.1.0
URL https://arxiv.org/abs/2102.00384
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("tensorsign")

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tensorsign documentation built on Feb. 8, 2021, 5:06 p.m.