CBCL Memos (1993 - 2004): Recent submissions

Now showing items 76-78 of 123

    • Forecasting Global Temperature Variations by Neural Networks 

      Miyano, Takaya; Girosi, Federico (1994-08-01)
      Global temperature variations between 1861 and 1984 are forecast usingsregularization networks, multilayer perceptrons and linearsautoregression. The regularization network, optimized by stochasticsgradient descent associated ...

    • The Quadric Reference Surface: Theory and Applications 

      Shashua, Amnon; Toelg, Sebastian (1994-06-01)
      The conceptual component of this work is about "reference surfaces'' which are the dual of reference frames often used for shape representation purposes. The theoretical component of this work involves the question ...

    • Hierarchical Mixtures of Experts and the EM Algorithm 

      Jordan, Michael I.; Jacobs, Robert A. (1993-08-01)
      We present a tree-structured architecture for supervised learning. The statistical model underlying the architecture is a hierarchical mixture model in which both the mixture coefficients and the mixture components are ...