1. When Can Nonconvex Optimization Problems be Solved with Gradient Descent? A Few Case Studies Gilboa, Dar 2020 Theses Computer scienceNeural networks (Computer science)Machine learningNonconvex programming
2. Nonconvex Recovery of Low-complexity Models Qu, Qing 2018 Theses Electrical engineeringNonconvex programmingRobust optimization
3. When Are Nonconvex Optimization Problems Not Scary? Sun, Ju 2016 Theses Mathematical optimizationNonconvex programmingElectrical engineeringComputer scienceMathematics