Bayesian Quadrature for Multiple Related Integrals

12 January 2018

Papers citing "Bayesian Quadrature for Multiple Related Integrals"

19 / 19 papers shown

Title
Survey of multifidelity methods in uncertainty propagation, inference, and optimization Benjamin Peherstorfer Karen E. Willcox M. Gunzburger AI4CE 35 747 0 28 Jun 2018
Convergence Analysis of Deterministic Kernel-Based Quadrature Rules in Misspecified Settings Motonobu Kanagawa Bharath K. Sriperumbudur Kenji Fukumizu 52 45 0 01 Sep 2017
On the Sampling Problem for Kernel Quadrature François‐Xavier Briol Chris J. Oates Jon Cockayne W. Chen Mark Girolami 40 29 0 11 Jun 2017
Bayesian Inference of Log Determinants Jack K. Fitzsimons Kurt Cutajar Michael A. Osborne Stephen J. Roberts Maurizio Filippone 42 18 0 05 Apr 2017
Universal Scalable Robust Solvers from Computational Information Games and fast eigenspace adapted Multiresolution Analysis H. Owhadi C. Scovel 33 28 0 31 Mar 2017
Fully symmetric kernel quadrature Toni Karvonen Simo Särkkä 38 28 0 18 Mar 2017
Bayesian Probabilistic Numerical Methods Jon Cockayne Chris J. Oates T. Sullivan Mark Girolami 48 165 0 13 Feb 2017
Probabilistic Numerical Methods for PDE-constrained Bayesian Inverse Problems Jon Cockayne Chris J. Oates T. Sullivan Mark Girolami AI4CE 47 80 0 15 Jan 2017
Convergence guarantees for kernel-based quadrature rules in misspecified settings Motonobu Kanagawa Bharath K. Sriperumbudur Kenji Fukumizu 112 52 0 24 May 2016
Active Uncertainty Calibration in Bayesian ODE Solvers Hans Kersting Philipp Hennig 27 46 0 11 May 2016
Deep Multi-fidelity Gaussian Processes M. Raissi George Karniadakis 35 55 0 26 Apr 2016
Convergence Rates for a Class of Estimators Based on Stein's Method Chris J. Oates Jon Cockayne F. Briol Mark Girolami 41 57 0 10 Mar 2016
Frank-Wolfe Bayesian Quadrature: Probabilistic Integration with Theoretical Guarantees François‐Xavier Briol Chris J. Oates Mark Girolami Michael A. Osborne 53 89 0 08 Jun 2015
Probabilistic Numerics and Uncertainty in Computations Philipp Hennig Michael A. Osborne Mark Girolami 34 305 0 03 Jun 2015
On the relation between Gaussian process quadratures and sigma-point methods Simo Särkkä Jouni Hartikainen Lennart Svensson Fredrik Sandblom 34 42 0 22 Apr 2015
On the Equivalence between Kernel Quadrature Rules and Random Feature Expansions Francis R. Bach 53 34 0 24 Feb 2015
Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature Tom Gunter Michael A. Osborne Roman Garnett Philipp Hennig Stephen J. Roberts TPM 36 104 0 03 Nov 2014
Optimally-Weighted Herding is Bayesian Quadrature Ferenc Huszár David Duvenaud 48 107 0 09 Aug 2014
Kernels for Vector-Valued Functions: a Review Mauricio A. Alvarez Lorenzo Rosasco Neil D. Lawrence GP 150 918 0 30 Jun 2011