no code implementations • 11 Sep 2020 • James Hook, Calum Hand, Emma Whitfield
We present new multi-test Bayesian optimization models and algorithms for use in large scale material screening applications.
no code implementations • 18 Jan 2018 • Sanjar Karaev, James Hook, Pauli Miettinen
We present an algorithm for our novel matrix factorization.
no code implementations • 29 Sep 2016 • James Hook
We show that max-plus statistical leverage scores can be used to calculate the exact asymptotic behavior of the conventional statistical leverage scores of a generic matrices of Puiseux series and also provide a novel way to approximate the conventional statistical leverage scores of a fixed or complex matrix.