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Showing 1 to 2 of 2 for “"Topological manifolds"”.
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Automatic model construction with Gaussian processes
… how symmetric kernels can produce priors over topological manifolds such as cylinders, toruses, and Möbius strips, as well as their higher-dimensional generalizations. This thesis also explores several extensions to Gaussian process models. First, building on existing work that relates Gaussian …