New Theory and Algorithms for Convex Optimization with Non-Standard Structures
Optimization models and algorithms have long played central and indispensable roles in the advancement of science and engineering. In recent years, first-order methods have played important roles in tackling applications arising in machine learning and data science, due to their simplicity, reasonab...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2023
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| Online Access: | https://hdl.handle.net/1721.1/151475 https://orcid.org/0000-0002-8226-9243 |