François-Xavier Briol
François-Xavier Briol
Lecturer in Statistical Science, University College London
Email verificata su turing.ac.uk - Home page
TitoloCitata daAnno
Probabilistic integration: A role in statistical computation? (with discussion)
FX Briol, CJ Oates, M Girolami, M Osborne, D Sejdinovic
Statistical Science 34 (1), 1-22, 2019
84*2019
Frank-Wolfe Bayesian quadrature: Probabilistic integration with theoretical guarantees
FX Briol, C Oates, M Girolami, MA Osborne
Advances in Neural Information Processing Systems, 1162-1170, 2015
402015
Convergence rates for a class of estimators based on Stein’s method
CJ Oates, J Cockayne, FX Briol, M Girolami
Bernoulli 25 (2), 1141-1159, 2019
29*2019
Stein Points
WY Chen, L Mackey, J Gorham, FX Briol, CJ Oates
Proceedings of the 35th International Conference on Machine Learning, 844-853, 2018
182018
Geometry and Dynamics for Markov Chain Monte Carlo
A Barp, FX Briol, AD Kennedy, M Girolami
Annual Review of Statistics and Its Application 5 (1), 2018
142018
On the Sampling Problem for Kernel Quadrature
FX Briol, CJ Oates, J Cockayne, WY Chen, M Girolami
Proceedings of the 34th International Conference on Machine Learning 70, 586 …, 2017
132017
Bayesian Quadrature for Multiple Related Integrals
X Xi, FX Briol, M Girolami
Proceedings of the 35th International Conference on Machine Learning 80 …, 2018
122018
Probabilistic Models for Integration Error in the Assessment of Functional Cardiac Models
CJ Oates, S Niederer, A Lee, FX Briol, M Girolami
Advances in Neural Information Processing Systems, 2017
122017
A numerical study of the 3D random interchange and random loop models
A Barp, EG Barp, FX Briol, D Ueltschi
Journal of Physics A: Mathematical and Theoretical 48 (34), 345002, 2015
112015
Comments on" Bayesian Solution Uncertainty Quantification for Differential Equations" by Chkrebtii, Campbell, Calderhead & Girolami
FX Briol, J Cockayne, O Teymur
arXiv preprint arXiv:1610.06752, 2016
5*2016
Contributed Discussion of "A Bayesian Conjugate Gradient Method"
FX Briol, FA Diaz de la O, PO Hristov
arXiv preprint arXiv:1908.02964, 2019
2*2019
Statistical Inference for Generative Models with Maximum Mean Discrepancy
FX Briol, A Barp, AB Duncan, M Girolami
arXiv preprint arXiv:1906.05944, 2019
12019
Stein Point Markov Chain Monte Carlo
WY Chen, A Barp, FX Briol, J Gorham, M Girolami, L Mackey, C Oates
arXiv preprint arXiv:1905.03673, 2019
12019
Rejoinder: Probabilistic Integration: A Role in Statistical Computation?
FX Briol, CJ Oates, M Girolami, MA Osborne, D Sejdinovic
Statistical Science 34 (1), 38-42, 2019
12019
Bayesian Numerical Methods as a Case Study for Statistical Data Science
FX Briol, M Girolami
Statistical Data Science, 99, 2018
12018
Minimum Stein Discrepancy Estimators
A Barp, FX Briol, AB Duncan, M Girolami, L Mackey
arXiv preprint arXiv:1906.08283, 2019
2019
Statistical Computation with Kernels
FX Briol
University of Warwick, 2019
2019
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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