2021
Bilinear Parameterization for Non-Separable Singular Value Penalties
CVPR 2021poster
Low rank inducing penalties have been proven to successfully uncover fundamental structures considered in computer vision and machine learning; however, such methods generally lead to non-convex optimization problems. Since the resulting objective is non-convex one often resorts to using standard sp…