This set of Matlab codes reproduce the figures and experimental results published in our paper:
Complete Dictionary Recovery over the Sphere.
Ju Sun, Qing Qu, John Wright. http://arxiv.org/abs/1504.06785.
- Folder image_experiment_focm: to reproduce the results in Figure 1. Run test_images.m to start.
- Folder landscape: to reproduce Figure 2 (center) and Figure 4.
- Folder simulation: to reproduce the phase transition in Figure 5. Run single_vector_pt.m to start.
Codes written by Ju Sun, Qing Qu, and John Wright. Questions or bug reports please send email to Ju Sun, sunjunus@gmail.com
Thanks to bug reporters: Yanbing Dong