Now showing items 1-2 of 2

    • Active Learning with Statistical Models 

      Cohn, David A.; Ghahramani, Zoubin; Jordan, Michael I. (1995-03-21)
      For many types of learners one can compute the statistically 'optimal' way to select data. We review how these techniques have been used with feedforward neural networks. We then show how the same principles may be ...
    • A Formulation for Active Learning with Applications to Object Detection 

      Sung, Kah Kay; Niyogi, Partha (1996-06-06)
      We discuss a formulation for active example selection for function learning problems. This formulation is obtained by adapting Fedorov's optimal experiment design to the learning problem. We specifically show how to ...