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NIPS
2003
14 years 11 months ago
2003
In models that define probabilities via energies, maximum likelihood learning typically involves using Markov Chain Monte Carlo to sample from the model’s distribution. If the ...
NIPS
2003
14 years 11 months ago
2003
We present a family of margin based online learning algorithms for various prediction tasks. In particular we derive and analyze algorithms for binary and multiclass categorizatio...
NIPS
2003
14 years 11 months ago
2003
We generalise the Gaussian process (GP) framework for regression by learning a nonlinear transformation of the GP outputs. This allows for non-Gaussian processes and non-Gaussian ...
SERP
2003
14 years 11 months ago
2003
A software specification is a fundamental work product that represents user’s requirements and developers can use it to further develop a software system. A software specificati...
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VISSYM
2003
14 years 11 months ago
2003
We present a robust method for extracting 3D centerlines from volumetric datasets. We start from a 2D skeletonization method to locate voxels centered with respect to three orthog...