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University of Bristol
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Combining simple binary classifiers can achieve sophisticated multiclass classification, but performance is fundamentally limited by noise and dimensionality.
Deliberately restricting available connections via "thinning" can *increase* the number of successful matches in distributed bipartite matching, a counterintuitive finding with implications for resource allocation.