Low-Rank-Tensor-Completion

Code title: "A Dual Framework for Low-rank Tensor Completion"

(c) 2017-2018 Madhav Nimishakavi madhav@iisc.ac.in, Pratik Jawanpuria pratik.jpuria@gmail.com, and Bamdev Mishra bamdevm@gmail.com.

This package contains a MATLAB implementation of the algorithm presented in the report "A dual framework for low-rank tensor completion" by Madhav Nimishakavi, Pratik Jawanpuria, and Bamdev Mishra; technical report arXiv preprint: 1712.01193 , 2017.

For queries and other related issues, please contact Pratik Jawanpuria pratik.jpuria@gmail.com or Bamdev Mishra bamdevm@gmail.com.

Installation:

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1. Run run_me_first.m (needed every session).
2. Run compile_mex_c_files.m (needed to be done only once).
3. Run test_Ribeira.m. There are plots at the end.

The proposed files are under the folder 'proposed'.

Disclaimer:

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• All files are written by the authors except

  • certain initial mex files by Nicolas Boumal nicolasboumal@gmail.com and michael.steinlechner@epfl.ch.

• Manopt is downloaded from http://manopt.org.