Now showing items 1-2 of 2

  • Error control for support vector machines 

    Davenport, Mark A. (2007)
    In binary classification there are two types of errors, and in many applications these may have very different costs. We consider two learning frameworks that address this issue: minimax classification, where we seek to ...
  • Random observations on random observations: Sparse signal acquisition and processing 

    Davenport, Mark A. (2010)
    In recent years, signal processing has come under mounting pressure to accommodate the increasingly high-dimensional raw data generated by modern sensing systems. Despite extraordinary advances in computational power, ...