most citedDiscriminative Clustering with Relative Constraints

6 citations · 7 across the 2 of their papers we have counts for

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cs.LG2014★ 6 cited

Discriminative Clustering with Relative Constraints

Yuanli Pei, Xiaoli Z. Fern, Rómer Rosales +1

We study the problem of clustering with relative constraints, where each constraint specifies relative similarities among instances. In particular, each constraint $(x_i, x_j, x_k)…

cs.LG2014★ 1 cited

Active Metric Learning from Relative Comparisons

Sicheng Xiong, Rómer Rosales, Yuanli Pei +1

This work focuses on active learning of distance metrics from relative comparison information. A relative comparison specifies, for a data point triplet , that insta…