Novel techniques for sparse representation problems

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...

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Bibliographic Details
Main Author: Chai, Woon Huei
Other Authors: Quek Hiok Chai
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/146392
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Institution: Nanyang Technological University
Language: English