Search Results for author: Rómer Rosales

Found 2 papers, 0 papers with code

Discriminative Clustering with Relative Constraints

no code implementations30 Dec 2014 Yuanli Pei, Xiaoli Z. Fern, Rómer Rosales, Teresa Vania Tjahja

Experimental results demonstrate: 1) the usefulness of relative constraints, in particular when don't know answers are considered; 2) the improved performance of the proposed method over state-of-the-art methods that utilize either relative or pairwise constraints; and 3) the robustness of our method in the presence of noisy constraints, such as those provided by human judgement.

Clustering

Active Metric Learning from Relative Comparisons

no code implementations15 Sep 2014 Sicheng Xiong, Rómer Rosales, Yuanli Pei, Xiaoli Z. Fern

This work focuses on active learning of distance metrics from relative comparison information.

Active Learning Metric Learning

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