Ryousuke Yabuwaki

Learn More
In our previous work we have developed an active set training method of L2 support vector machines (SVMs) using Newton's method. Because the method allows a solution to be infeasible during training, convergence of the method is not guaranteed. In this paper, we guarantee convergence of active set training by limiting the corrections under the constraints(More)
  • 1