• Active learning in cost-sensitive environments 

    Liu, Alexander Yun-chung (2010-06-21)
    Active learning techniques aim to reduce the amount of labeled data required for a supervised learner to achieve a certain level of performance. This can be very useful in domains where unlabeled data is easy to obtain but ...
  • Active visual category learning 

    Vijayanarasimhan, Sudheendra (2011-06-02)
    Visual recognition research develops algorithms and representations to autonomously recognize visual entities such as objects, actions, and attributes. The traditional protocol involves manually collecting training image ...