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] (<>)
MaintainerKisung You <>
LicenseMIT + file LICENSE
Package repositoryView on CRAN
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ROptSpace documentation built on Aug. 16, 2021, 9:06 a.m.