Code of paper “Dual Principal Component Pursuit for Robust Subspace Learning:Theory and Algorithms for a Holistic Approach”, ICML 2021
This code has been tested to run in MATLAB R2018b. In the folder:
-
demo.m
provides quick examples of running different methods and reports their results. -
plot_rsgm_vary_beta.m
produces Figure 3 (a)-(b) in the paper. -
plot_rsgm_vary_d.m
produces Figure 3 (c)-(d) in the paper. -
plot_rsgm_vary_r.m
plots the convergence results of RSGM with varying outlier ratio. -
syn_exp.m
provides examples of generating Figure 4 in the paper.