AI Memos (1959 - 2004): Recent submissions

Now showing items 55-57 of 1217

    • Properties of Support Vector Machines 

      Pontil, Massimiliano; Verri, Alessandro (1997-08-01)
      Support Vector Machines (SVMs) perform pattern recognition between two point classes by finding a decision surface determined by certain points of the training set, termed Support Vectors (SV). This surface, which in some ...

    • Estimating Dependency Structure as a Hidden Variable 

      Meila, Marina; Jordan, Michael I.; Morris, Quaid (1997-06-01)
      This paper introduces a probability model, the mixture of trees that can account for sparse, dynamically changing dependence relationships. We present a family of efficient algorithms that use EMand the Minimum Spanning ...

    • Translation Invariance in Object Recognition, and Its Relation to Other Visual Transformations 

      Dill, Marcus; Edelman, Shimon (1997-06-01)
      Human object recognition is generally considered to tolerate changes of the stimulus position in the visual field. A number of recent studies, however, have cast doubt on the completeness of translation invariance. In a ...