Browsing Department of Electrical Engineering by Subject "Machine learning"

Now showing items 1-3 of 3

    • DATA-DRIVEN DECISION MAKING AND CONTROL OF RATIONAL AGENTS 

      Kolaric, Patrik; 0000-0002-4332-3462 (2021-05-07)
      This dissertation studies the problem of data-driven optimal decision making. The 4main contributions of this work are listed here. First, we develop a model-based and data-driven techniques for learning the cost of an ...

    • MACHINE LEARNING FOR TARGET DETECTION USING UWB RADAR SENSOR NETWORKS 

      Bhole, Dheeral Naresh; 0000-0003-1834-6109 (2022-12-05)
      Machine learning (ML) has recently been used to solve critical problems. This dissertation focuses on developing systems using Ultra-Wideband (UWB) wireless sensor networks and machine learning to solve critical tasks such ...

    • MODEL OPTIMIZATION AND APPLICATIONS IN DEEP LEARNING 

      Mao, Chengchen (2023-08-14)
      Machine learning refers to a machine or an algorithm that draws experience from data. A certain pattern is found to build a model, which is used to solve real problems. Deep learning, an important branch and extension ...