![Guaranteed Rank Minimization via Singular Value Projection thumbnail](https://apiminio.videolectures.net/vln/lectures/14663/1/en/thumbnail.jpg?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=masoud%2F20241217%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20241217T093605Z&X-Amz-Expires=604800&X-Amz-SignedHeaders=host&X-Amz-Signature=10e4382161f5f83259153ecd66cce761d13a4447eff47df70be47a3fcbe1d46b)
Guaranteed Rank Minimization via Singular Value Projection
Published on Mar 25, 20113901 Views
Minimizing the rank of a matrix subject to affine constraints is a fundamental problem with many important applications in machine learning and statistics. In this paper we propose a simple and fast a