support_vector_machine
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support_vector_machine [2018/11/22 00:31] burkov |
support_vector_machine [2019/04/06 23:14] burkov [Recommended Reading] |
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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 | ||
| * [[http://web.mit.edu/6.034/wwwbob/svm-notes-long-08.pdf|An Idiot's guide to Support vector | * [[http://web.mit.edu/6.034/wwwbob/svm-notes-long-08.pdf|An Idiot's guide to Support vector | ||
| machines (SVMs)]] by R. Berwick | machines (SVMs)]] by R. Berwick | ||
| - | * [[https://www.quora.com/What-is-the-kernel-trick|What is the kernel trick]] by Chitta Ranjan (Quora) | ||
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