Shaohua Pan

collaborators

2 papers

math.OC2020

A relaxation approach to UBPPs based on equivalent DC penalized factorized matrix programs

Yitian Qian, Shaohua Pan

This paper is concerned with the unconstrained binary polynomial program (UBPP), which has a host of applications in many science and engineering fields. By leveraging the global e…

math.OC2019

KL property of exponent $1/2$ of $ℓ_{2, 0}$ -norm and DC regularized factorizations for low-rank matrix recovery

Shujun Bi, Ting Tao, Shaohua Pan

This paper is concerned with the factorization form of the rank regularized loss minimization problem. To cater for the scenario in which only a coarse estimation is available for…

A relaxation approach to UBPPs based on equivalent DC penalized factorized matrix programs

KL property of exponent 1/2 of ℓ2,0​-norm and DC regularized factorizations for low-rank matrix recovery

KL property of exponent $1/2$ of $ℓ_{2, 0}$ -norm and DC regularized factorizations for low-rank matrix recovery