67 citations · 73 across the 2 of their papers we have counts for
2 papers
cs.LG2012★ 67 cited
Parametric Local Metric Learning for Nearest Neighbor Classification
Jun Wang, Adam Woznica, Alexandros Kalousis
We study the problem of learning local metrics for nearest neighbor classification. Most previous works on local metric learning learn a number of local unrelated metrics. While th…
cs.LG2012★ 6 cited
Learning Neighborhoods for Metric Learning
Jun Wang, Adam Woznica, Alexandros Kalousis
Metric learning methods have been shown to perform well on different learning tasks. Many of them rely on target neighborhood relationships that are computed in the original featur…