ROptSpace: Matrix Reconstruction from a Few Entries

Matrix reconstruction, also known as matrix completion, is the task of inferring missing entries of a partially observed matrix. This package provides a method called OptSpace, which was proposed by Keshavan, R.H., Oh, S., and Montanari, A. (2009) <doi:10.1109/ISIT.2009.5205567> for a case under low-rank assumption.

Getting started

Package details

AuthorKisung You [aut, cre] (<https://orcid.org/0000-0002-8584-459X>)
MaintainerKisung You <[email protected]>
LicenseGPL (>= 3)
Version0.2.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ROptSpace")

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ROptSpace documentation built on May 2, 2019, 11:46 a.m.