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REASON2

Matlab codes for REASON2, paper can be found at http://arxiv.org/abs/1402.5131

This repository provides Matlab codes for running REASON 2. This paper was presented in NIPS 2014 http://nips.cc/Conferences/2014/Program/event.php?ID=4676 The long version can be accessed at http://arxiv.org/abs/1402.5131

The code uses the PROPACK package (and choosvd.m) from IALM to make a fair comparison with IALM. To access the package use the following link http://perception.csl.illinois.edu/matrix-rank/sample_code.html and download IALM codes.

Our code consists of two files 1.prepare.m you make the matrix M here. 2.REASON2.m This file accesses the sample matrix, runs REASON2 and shows individual reconstruction errors at every iteration of the REASON2. The code can be used to run the algorithm for a specific time span or for a specific number of iterations.

Code is written by Hanie Sedghi.