Distance metric learning for large margin nearest neighbor classification. Weinberger, K. & Saul, L. The Journal of Machine Learning Research, JMLR. org, 2009.
Distance metric learning for large margin nearest neighbor classification [link]Paper  bibtex   
@Article{Weinberger_2009_13733,
  author = {Weinberger, K.Q. and Saul, L.K.},
 journal = {The Journal of Machine Learning Research},
 pages = {207--244},
 publisher = {JMLR. org},
 title = {Distance metric learning for large margin nearest neighbor classification},
 year = {2009},
 url = {http://www.cse.wustl.edu/~kilian/code/code.html},
 title_with_no_special_chars = {Distance metric learning for large margin nearest neighbor classification}
}

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