Compressed Support Vector Machines

Zhixiang Xu, Jacob R. Gardner, Stephen Tyree +1

Support vector machines (SVM) can classify data sets along highly non-linear decision boundaries because of the kernel-trick. This expressiveness comes at a price: During test-time…