36 citations · 49 across the 10 of their papers we have counts for
3 papers · 1 filter
Rejoinder for "Probabilistic Integration: A Role in Statistical Computation?"
Francois-Xavier Briol, Chris J. Oates, Mark Girolami +2
This article is the rejoinder for the paper "Probabilistic Integration: A Role in Statistical Computation?" to appear in Statistical Science with discussion. We would first like to…
Stein Points
Wilson Ye Chen, Lester Mackey, Jackson Gorham +2
An important task in computational statistics and machine learning is to approximate a posterior distribution with an empirical measure supported on a set of representative…
Bayesian Quadrature for Multiple Related Integrals
Xiaoyue Xi, François-Xavier Briol, Mark Girolami
Bayesian probabilistic numerical methods are a set of tools providing posterior distributions on the output of numerical methods. The use of these methods is usually motivated by t…