GMNS-based tensor decomposition

• المؤلف الرئيسي: Lê, Trung Thành
• مؤلفون آخرون: Nguyễn, Linh Trung
• التنسيق: Theses
• اللغة: English
• منشور في: 2020
• الموضوعات: Kỹ thuật ; Viễn thông; 621.382
• الوصول للمادة أونلاين: http://repository.vnu.edu.vn/handle/VNU_123/69892
• المؤسسة: Vietnam National University, Hanoi

In this thesis, we focus on the divide-and-conquer approach for PARAFAC and highorder singular value decomposition (HOSVD) of three-way tensors. HOSVD is a specific orthogonal form of Tucker decomposition. Recently, generalized minimum noise subspace (GMNS) was proposed by Nguyen et al. in as a good...