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.
| Version: | 0.2.4 |
| Imports: | Rcpp, Rdpack, stats, utils |
| LinkingTo: | Rcpp, RcppArmadillo |
| Published: | 2025-09-22 |
| DOI: | 10.32614/CRAN.package.ROptSpace |
| Author: | Kisung You  [aut,
cre] |
| Maintainer: | Kisung You <kisung.you at outlook.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | yes |
| In views: | MissingData |
| CRAN checks: | ROptSpace results |
Documentation:
| Reference manual: | ROptSpace.html , ROptSpace.pdf |
Downloads:
| Package source: | ROptSpace_0.2.4.tar.gz |
| Windows binaries: | r-devel: ROptSpace_0.2.4.zip, r-release: ROptSpace_0.2.4.zip, r-oldrel: ROptSpace_0.2.4.zip |
| macOS binaries: | r-release (arm64): ROptSpace_0.2.4.tgz, r-oldrel (arm64): ROptSpace_0.2.4.tgz, r-release (x86_64): ROptSpace_0.2.4.tgz, r-oldrel (x86_64): ROptSpace_0.2.4.tgz |
| Old sources: | ROptSpace archive |
Reverse dependencies:
| Reverse imports: | filling, graphon |
Linking:
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