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metric_learning [2018/12/13 05:25]
burkov
metric_learning [2019/04/07 21:22]
burkov [Recommended Reading]
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   * [[https://​ai.stanford.edu/​~ang/​papers/​nips02-metric.pdf|Distance metric learning, with application   * [[https://​ai.stanford.edu/​~ang/​papers/​nips02-metric.pdf|Distance metric learning, with application
 to clustering with side-information]] by Xing et al. (2002) to clustering with side-information]] by Xing et al. (2002)
 +  * [[http://​jmlr.csail.mit.edu/​papers/​volume10/​weinberger09a/​weinberger09a.pdf|Distance Metric Learning for Large Margin Nearest Neighbor Classification]] by Weinberger and Saul (2009)
   * [[http://​researchers.lille.inria.fr/​abellet/​talks/​metric_learning_tutorial_CIL.pdf|Tutorial on Metric Learning]] Aurelien Bellet (2013)   * [[http://​researchers.lille.inria.fr/​abellet/​talks/​metric_learning_tutorial_CIL.pdf|Tutorial on Metric Learning]] Aurelien Bellet (2013)
   * [[https://​math.stackexchange.com/​questions/​29520/​triangle-inequality-for-positive-definite-symmetric-real-matrix|Triangle inequality for positive definite symmetric real matrix   * [[https://​math.stackexchange.com/​questions/​29520/​triangle-inequality-for-positive-definite-symmetric-real-matrix|Triangle inequality for positive definite symmetric real matrix
 ]] ]]
 +
 +===== Libraries =====
 +
 +  * [[http://​metric-learn.github.io/​metric-learn/​|metric-learn]]