Batch Selection for Parallelisation of Bayesian Quadrature

Ed Wagstaff, Saad Hamid, Michael Osborne

Integration over non-negative integrands is a central problem in machine learning (e.g. for model averaging, (hyper-)parameter marginalisation, and computing posterior predictive d…