metric_learning
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metric_learning [2018/12/12 19:01] burkov |
metric_learning [2019/04/07 21:22] (current) 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 | ||
| ]] | ]] | ||
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| + | ===== Libraries ===== | ||
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| + | * [[http://metric-learn.github.io/metric-learn/|metric-learn]] | ||
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