Symmetry Exploits for Bayesian Cubature Methods

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Symmetry Exploits for Bayesian Cubature Methods

26 September 2018

Simo Särkkä

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Papers citing "Symmetry Exploits for Bayesian Cubature Methods"

11 / 11 papers shown

Title
Fast Automatic Bayesian Cubature Using Lattice Sampling R. Jagadeeswaran F. J. Hickernell 30 36 0 26 Sep 2018
Bayesian quadrature and energy minimization for space-filling design L. Pronzato A. Zhigljavsky 110 9 0 31 Aug 2018
Convergence Analysis of Deterministic Kernel-Based Quadrature Rules in Misspecified Settings Motonobu Kanagawa Bharath K. Sriperumbudur Kenji Fukumizu 83 45 0 01 Sep 2017
Fully symmetric kernel quadrature Toni Karvonen Simo Särkkä 57 28 0 18 Mar 2017
Student-t Process Quadratures for Filtering of Non-Linear Systems with Heavy-Tailed Noise Jakub Prüher Filip Tronarp Toni Karvonen Simo Särkkä O. Straka 37 19 0 15 Mar 2017
Bayesian Probabilistic Numerical Methods Jon Cockayne Chris J. Oates T. Sullivan Mark Girolami 80 166 0 13 Feb 2017
Variational Fourier features for Gaussian processes J. Hensman N. Durrande Arno Solin VLM 68 201 0 21 Nov 2016
Frank-Wolfe Bayesian Quadrature: Probabilistic Integration with Theoretical Guarantees François‐Xavier Briol Chris J. Oates Mark Girolami Michael A. Osborne 91 90 0 08 Jun 2015
Probabilistic Numerics and Uncertainty in Computations Philipp Hennig Michael A. Osborne Mark Girolami 76 307 0 03 Jun 2015
On the relation between Gaussian process quadratures and sigma-point methods Simo Särkkä Jouni Hartikainen Lennart Svensson Fredrik Sandblom 74 42 0 22 Apr 2015
Kernels for Vector-Valued Functions: a Review Mauricio A. Alvarez Lorenzo Rosasco Neil D. Lawrence GP 211 929 0 30 Jun 2011