Novel techniques for sparse representation problems

• المؤلف الرئيسي: Chai, Woon Huei
• مؤلفون آخرون: Quek Hiok Chai
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering; Science::Mathematics
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/146392
• المؤسسة: Nanyang Technological University

Sparse representations have been used in solving many problems in computer science. Two issues that need to be addressed in formulating such a representation are: the problem design; and the optimization technique. Many optimization problems contain one/multiple non-smooth terms in the objective f...