Conditional Gradient Algorithms for Rank-One Matrix Approximations with a Sparsity Constraint

Ronny Luss, Marc Teboulle

The sparsity constrained rank-one matrix approximation problem is a difficult mathematical optimization problem which arises in a wide array of useful applications in engineering,…