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.

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Description file content

Package
ROptSpace
Type
Package
Title
Matrix Reconstruction from a Few Entries
Version
0.1.2
Maintainer
Kisung You
Description
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) for a case under low-rank assumption.
License
GPL (>= 3)
Encoding
UTF-8
LazyData
true
Imports
stats, Rdpack
RdMacros
Rdpack
RoxygenNote
6.0.1
NeedsCompilation
no
Packaged
2017-12-04 12:48:41 UTC; kisung
Author
Kisung You [aut, cre]
Repository
CRAN
Date/Publication
2017-12-04 16:34:29 UTC

install.packages('ROptSpace')

0.1.2

9 days ago

Kisung You

GPL (>= 3)

Imports

stats, Rdpack

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