structured svm

最近在看structured svm的内容，刚开始是因为看今年的sigir的一篇cross modal retrieval的文章里面搬用了structured svm以及metric learning to rank的内容，在崔师兄的建议下读读structured svm的文章。

列一下阅读的文章列表：

Large Margin Methods for Structured Interdependent Output Variables

Cutting-Plane Training of Structural SVMs

Structured Learning and Prediction in Computer Vision

Support Vector Machine Learning for
Interdependent and Structured Output Spaces  相当于第一篇的short版。

还有几篇相关文章

Kernelized Structural SVM Learning for Supervised Object Segmentation

还有崔师兄和李师兄的博客

http://bubblexc.com/y2011/503/

http://bubblexc.com/y2011/547/

http://www.zhizhihu.com/html/y2011/3320.html

oxford vgg实验室的ppt http://www.robots.ox.ac.uk/~vgg/rg/slides/structuredsvm.pdf 里面很多符号错了

实现代码

http://www.cs.cornell.edu/people/tj/svm_light/svm_struct.html