Active Ranking from Pairwise Comparisons and when Parametric Assumptions Don't Help

28 Jun 2016Reinhard HeckelNihar B. ShahKannan RamchandranMartin J. Wainwright

We consider sequential or active ranking of a set of n items based on noisy pairwise comparisons. Items are ranked according to the probability that a given item beats a randomly chosen item, and ranking refers to partitioning the items into sets of pre-specified sizes according to their scores... (read more)

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