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    • Convex and Non-convex Optimization Methods for Machine Learning 

      Zohrizadeh, Fariba (2019-08-01)
      This dissertation is concerned with modeling fundamental and challenging machine learning tasks as convex/non-convex optimization problems and designing a mechanism that could solve them in a cost and time-effective manner. ...