This shows you the differences between two versions of the page.
Both sides previous revision Previous revision Next revision | Previous revision | ||
metric_learning [2018/12/13 05:25] burkov |
metric_learning [2019/04/07 21:22] burkov [Recommended Reading] |
||
---|---|---|---|
Line 9: | Line 9: | ||
* [[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]] |