Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector ...

Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I ...

Under the strong convexity assumption, we prove that our proposed algorithm converges to the exact optimal solution at a linear rate. We also present numerical results to demonstrate the efficacy of ...