CBCL Memos (1993 - 2004): Recent submissions

Now showing items 82-84 of 123

    • Learning from Incomplete Data 

      Ghahramani, Zoubin; Jordan, Michael I. (1995-01-24)
      Real-world learning tasks often involve high-dimensional data sets with complex patterns of missing features. In this paper we review the problem of learning from incomplete data from two statistical perspectives---the ...

    • Cooperative Physics of Fly Swarms: An Emergent Behavior 

      Poggio, M.; Poggio, Tomaso A (1995-04-11)
      We have simulated the behavior of several artificial flies, interacting visually with each other. Each fly is described by a simple tracking system (Poggio and Reichardt, 1973; Land and Collett, 1974) which summarizes ...

    • Sequential Optimal Recovery: A Paradigm for Active Learning 

      Niyogi, Partha (1995-05-12)
      In most classical frameworks for learning from examples, it is assumed that examples are randomly drawn and presented to the learner. In this paper, we consider the possibility of a more active learner who is allowed ...