We study the problem of reconstructing a hidden graph given access to a distance oracle. We design randomized algorithms for the following problems: reconstruction of a degree bounded graph with query complexity O(n~(3/2)); reconstruction of a degree bounded outerplanar graph with query complexity O(n); and near-optimal approximate reconstruction of a general graph.
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