Search Results for author: Horace H. S. Ip

Found 1 papers, 0 papers with code

Exhaustive and Efficient Constraint Propagation: A Semi-Supervised Learning Perspective and Its Applications

no code implementations22 Sep 2011 Zhiwu Lu, Horace H. S. Ip, Yuxin Peng

This paper presents a novel pairwise constraint propagation approach by decomposing the challenging constraint propagation problem into a set of independent semi-supervised learning subproblems which can be solved in quadratic time using label propagation based on k-nearest neighbor graphs.

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