Parallel Monotonicity Reconstruction

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Data sets usually have some structural property that make them useful. An array of points may be sorted, a set of points may be in convex position, a graph may be a tree, etc. These properties are very sensitive to noise, and even a small perturbation of the input would destroy the useful structural property. We investigate the problem of monotonicity







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microsoft research