Browsing Department of Computer Science and Engineering by Author "Madani, Ramtin"

Now showing items 1-2 of 2

    • 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. ...

    • Deep Representation Learning for Clustering and Domain Adaptation 

      Kheirandishfard, Mohsen (2019-12-05)
      Representation learning is a fundamental task in the area of machine learning which can significantly influence the performance of the algorithms used in various applications. The main goal of this task is to capture the ...