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    • Topics in non-convex optimization and learning 

      Zhang, Hongyi,Ph. D.Massachusetts Institute of Technology. (Massachusetts Institute of Technology, 2019)
      Non-convex optimization and learning play an important role in data science and machine learning, yet so far they still elude our understanding in many aspects. In this thesis, I study two important aspects of non-convex ...