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support_vector_machine [2018/11/22 00:31] burkov |
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===== Recommended Reading ===== | ===== Recommended Reading ===== | ||
+ | * [[https://www.dropbox.com/s/evgr5na4lamuxfp/ExtendedChapter3.pdf?dl=0|An extended version of Chapter 3 with the Appendix with the derivation of the SVM dual]] | ||
* [[https://cling.csd.uwo.ca/cs860/papers/SVM_Explained.pdf|Support Vector Machines Explained]] by Tristan Fletcher (2008) | * [[https://cling.csd.uwo.ca/cs860/papers/SVM_Explained.pdf|Support Vector Machines Explained]] by Tristan Fletcher (2008) | ||
* [[https://people.cs.umass.edu/~domke/courses/sml2011/07kernels.pdf|Kernel Methods and SVMs]] by Justin Domke | * [[https://people.cs.umass.edu/~domke/courses/sml2011/07kernels.pdf|Kernel Methods and SVMs]] by Justin Domke |