Frank-Wolfe Bayesian Quadrature: Probabilistic Integration with
Theoretical Guarantees

Frank-Wolfe Bayesian Quadrature: Probabilistic Integration with Theoretical Guarantees

8 June 2015

François‐Xavier Briol

Michael A. Osborne

Papers citing "Frank-Wolfe Bayesian Quadrature: Probabilistic Integration with Theoretical Guarantees"

12 / 12 papers shown

Title
Efficient Numerical Integration in Reproducing Kernel Hilbert Spaces via Leverage Scores Sampling Antoine Chatalic Nicolas Schreuder E. De Vito Lorenzo Rosasco 21 3 0 22 Nov 2023
An analysis of Ermakov-Zolotukhin quadrature using kernels Ayoub Belhadji 16 11 0 03 Sep 2023
Optimally-Weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference Ayush Bharti Masha Naslidnyk Oscar Key Samuel Kaski F. Briol 40 12 0 27 Jan 2023
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination Masaki Adachi Satoshi Hayakawa Martin Jørgensen Harald Oberhauser Michael A. Osborne 16 19 0 09 Jun 2022
Variational Bayesian Monte Carlo with Noisy Likelihoods Luigi Acerbi 22 40 0 15 Jun 2020
Kernel interpolation with continuous volume sampling Ayoub Belhadji Rémi Bardenet P. Chainais 11 22 0 22 Feb 2020
Fast Approximation and Estimation Bounds of Kernel Quadrature for Infinitely Wide Models Sho Sonoda 11 0 0 02 Feb 2019
Bayesian Dyadic Trees and Histograms for Regression S. V. D. Pas Veronika Rockova 24 22 0 31 Jul 2017
On the Sampling Problem for Kernel Quadrature François‐Xavier Briol Chris J. Oates Jon Cockayne W. Chen Mark Girolami 23 29 0 11 Jun 2017
Gaussian Process Quadrature Moment Transform Jakub Prüher O. Straka 33 19 0 05 Jan 2017
Convergence guarantees for kernel-based quadrature rules in misspecified settings Motonobu Kanagawa Bharath K. Sriperumbudur Kenji Fukumizu 21 52 0 24 May 2016
Probabilistic Integration: A Role in Statistical Computation? François‐Xavier Briol Chris J. Oates Mark Girolami Michael A. Osborne Dino Sejdinovic 21 50 0 03 Dec 2015