Official implementation of compressed deep linear networks for learning low-dimensional models.
- fig_traj_mf.ipynb : Notebook for plotting figures related to deep matrix factorization
- fig_traj_mc.ipynb : Notebook for plotting figures related to deep matrix completion
- fig_traj_ms.ipynb : Notebook for plotting figures related to deep matrix sensing
- fig_power_method.ipynb: Notebook for plotting figure with the left and right factors of the DLN fitting the principal components
- fig_ablation_dlr_mc.ipynb: Notebook for plotting ablation study on the effect of alpha
- fig_mc_depth_effect.ipynb: Notebook for studying the effect of depth on matrix completion