Matrix and Tensor Completion Algorithms

Prateek Jain, Raghunandan H. Keshavan, Andrea Montanari, and Sewoong Oh

Download

OptSpace and TenALS are distributed under the terms of the GNU General Public License 3

C Implementation

  • OptSpace for matrix completion (tar.gz) (zip)

MATLAB Implementation

  • OptSpace for matrix completion (tar.gz) (zip)

  • TenALS for (3rd order, not necessarily symmetric) tensor completion (zip)

Feedback

Please report bugs or other feedback to Sewoong Oh (swoh AT illinois DOT edu).