Titlebook: Uncertainty in Geometric Computations; Joab Winkler,Mahesan Niranjan Book 2002 Springer Science+Business Media New York 2002 3D.Analysis.V

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B,aracterize the power of the associated hypothesis spaces. In the process we characterize the role of ., which is the constant in the standard form of the solution provided by the Support Vector Machine technique . which is a special case of Regularization Machines.

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Properties of the Companion Matrix Resultant for Bernstein Polynomials,ndition of the resultant matrix is strongly dependent on the basis in which the polynomials are expressed. In particular, a companion matrix of a Bernstein polynomial is derived and this is used to construct a resultant matrix for two Bernstein polynomials. A measure of the numerical condition of a

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Computation with a Number of Neurons, by the joint activities of a number of them. Such a coding strategy is called population coding. This paper reviews the recent progress on the understanding of computational properties of population codes, with emphasis on how to implement a hierarchical Bayesian decoding procedure in a neural circ

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Book 2002l of 59 delegates from 5 countries in Europe, North America and Asia attended the workshop. The workshop provided a forum for the discussion of com- putational methods for quantifying, representing and assessing the effects of uncertainty in geometric computations. It was organised around lectures b

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Local Polynomial Metrics for , Nearest Neighbor Classifiers,Although we introduce this algorithm in the context of the . nearest neighbor classifier, it is applicable to other pattern classifiers that use proximity in feature space as a measure of pattern similarity.

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