A framework to generate sparsity-inducing regularizers for enhanced low-rank matrix completion

Zhi-Yong Wang, Hing Cheung So

Applying half-quadratic optimization to loss functions can yield the corresponding regularizers, while these regularizers are usually not sparsity-inducing regularizers (SIRs). To…