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Dive into the research topics where François-Xavier Briol is active.

Publication


Featured researches published by François-Xavier Briol.


Bayesian Analysis | 2016

Contributed Discussion on Article by Chkrebtii, Campbell, Calderhead, and Girolami

François-Xavier Briol; Jon Cockayne; Onur Teymur; William Weimin Yoo; Michael Schober; Philipp Hennig

We begin by introducing the main ideas of the paper, and we give a brief description of the method proposed. Next, we discuss an alternative approach based on B-spline expansion, and lastly we make some comments on the method’s convergence rate.We begin by introducing the main ideas of the paper, and we give a brief description of the method proposed. Next, we discuss an alternative approach based on B-spline expansion, and lastly we make some comments on the method’s convergence rate.


arXiv: Machine Learning | 2015

Probabilistic Integration: A Role for Statisticians in Numerical Analysis?

François-Xavier Briol; Chris J. Oates; Mark A. Girolami; Michael A. Osborne; Dino Sejdinovic


arXiv: Statistics Theory | 2016

Convergence Rates for a Class of Estimators Based on Stein's Identity

Chris J. Oates; Jon Cockayne; François-Xavier Briol; Mark A. Girolami


neural information processing systems | 2015

Frank-Wolfe Bayesian Quadrature: probabilistic integration with theoretical guarantees

François-Xavier Briol; Chris J. Oates; Mark A. Girolami; Michael A. Osborne


arXiv: Machine Learning | 2015

Probabilistic Integration: A Role in Statistical Computation?

François-Xavier Briol; Chris J. Oates; Mark A. Girolami; Michael A. Osborne; Dino Sejdinovic


international conference on machine learning | 2017

On the Sampling Problem for Kernel Quadrature

François-Xavier Briol; Chris J. Oates; Jon Cockayne; Wilson Ye Chen; Mark A. Girolami


international conference on machine learning | 2018

Stein Points

Wilson Ye Chen; Lester W. Mackey; Jackson Gorham; François-Xavier Briol; Chris J. Oates


neural information processing systems | 2017

Probabilistic Models for Integration Error in the Assessment of Functional Cardiac Models

Chris J. Oates; Steven Niederer; Angela Lee; François-Xavier Briol; Mark A. Girolami


arXiv: Computation | 2018

Geometry and Dynamics for Markov Chain Monte Carlo

Alessandro Barp; François-Xavier Briol; Anthony D. Kennedy; Mark A. Girolami


arXiv: Methodology | 2016

Probabilistic Integration and Intractable Distributions

Chris J. Oates; François-Xavier Briol; Mark A. Girolami

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Xiaoyue Xi

Imperial College London

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