ADMM algorithms for matrix completion problem in noisy settings

• 主要作者: Le, Tran Kien
• 其他作者: Chua Chek Beng
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Science::Mathematics
• 在線閱讀: https://hdl.handle.net/10356/148502

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...