Parametric Local Metric Learning for Nearest Neighbor Classification

  title={Parametric Local Metric Learning for Nearest Neighbor Classification},
  author={Jun Wang and Alexandros Kalousis and Adam Woznica},
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 this ”independence” approach delivers an increased flexibility its downside is the considerable risk of overfitting. We present a new parametric local metric learning method in… CONTINUE READING

3 Figures & Tables



Citations per Year

124 Citations

Semantic Scholar estimates that this publication has 124 citations based on the available data.

See our FAQ for additional information.