2 papers
math.OC2025
An accelerated semi-proximal ADMM with applications to multi-block sparse optimization problems
Peng Liu, Liang Chen, Minru Bai
As an extension of the alternating direction method of multipliers (ADMM), the semi-proximal ADMM (sPADMM) has been widely used in various fields due to its flexibility and robustn…
math.NA2025
Group Sparse-based Tensor CP Decomposition: Model, Algorithms, and Applications in Chemometrics
Zihao Wang, Minru Bai, Liang Chen +1
The CANDECOMP/PARAFAC (or Canonical polyadic, CP) decomposition of tensors has numerous applications in various fields, such as chemometrics, signal processing, machine learning, e…