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math.OC2022
Proximal Subgradient Norm Minimization of ISTA and FISTA
Bowen Li, Bin Shi, Ya-xiang Yuan
For first-order smooth optimization, the research on the acceleration phenomenon has a long-time history. Until recently, the mechanism leading to acceleration was not successfully…
math.NA2022
Vector-wise Joint Diagonalization of Almost Commuting Matrices
Bowen Li, Jianfeng Lu, Ziang Yu
This work aims to numerically construct exactly commuting matrices close to given almost commuting ones, which is equivalent to the joint approximate diagonalization problem. We fi…