ADMM algorithms for matrix completion problem in noisy settings

• المؤلف الرئيسي: Le, Tran Kien
• مؤلفون آخرون: Chua Chek Beng
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Science::Mathematics
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/148502
• المؤسسة: Nanyang Technological University

Matrix completion (MC) is a fundamental linear algebra problem to fully recover a low-rank matrix from its incomplete data. It is widely applied in machine learning and statistics, varied from wireless communication, image compression to collaborative filtering. Meanwhile, Alternating Direction Meth...