2 papers
math.OC2026
On decomposability and subdifferential of the tensor nuclear norm
Jiewen Guan, Bo Jiang, Zhening Li
We study the decomposability and the subdifferential of the tensor nuclear norm. Both concepts are well understood and widely applied in matrices but remain unclear for higher-orde…
math.OC2024
-sphere covering and approximating nuclear -norm
Jiewen Guan, Simai He, Bo Jiang +1
The spectral -norm and nuclear -norm of matrices and tensors appear in various applications albeit both are NP-hard to compute. The former sets a foundation of -spher…