A Level Set Method with Secant Iterations for the Least-Squares Constrained Nuclear Norm Minimization

Chiyu Ma, Jiaming Ma, Defeng Sun

We present an efficient algorithm for least-squares constrained nuclear norm minimization, a computationally challenging problem with broad applications. Our approach combines a le…