An iterated graph laplacian approach for ranking on manifolds

Xueyuan Zhou, Mikhail Belkin, Nathan Srebro · 2011

Ranking is one of the key problems in information retrieval. Recently, there has been significant interest in a class of ranking algorithms based on the assumption that data is sampled from a low dimensional manifold embedded in a higher dimensional Euclidean space.

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