Giving a seminar titled Optimisation for Gradient Boosted Trees with Risk Control at the University of Oxford Mathematical Institute. The work is joint with Miten Mistry and Dr Dimitrios Letsios from the Computational Optimisation Group and Dr Robert Lee and Dr Gerhard Krennrich from BASF.