Inflated top-k and inflated full ranking provide assumption-free leave-one-out stability for ranking, with provably minimal ambiguity in the returned set.
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Assumption-free stability for ranking problems
Inflated top-k and inflated full ranking provide assumption-free leave-one-out stability for ranking, with provably minimal ambiguity in the returned set.