6 citations · 7 across the 3 of their papers we have counts for
3 papers
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)…
stat.ML2014
Dynamic Programming for Instance Annotation in Multi-instance Multi-label Learning
Anh T. Pham, Raviv Raich, Xiaoli Z. Fern
Labeling data for classification requires significant human effort. To reduce labeling cost, instead of labeling every instance, a group of instances (bag) is labeled by a single b…
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…