Improving Quadrature for Constrained Integrands

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Improving Quadrature for Constrained Integrands

13 February 2018

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Papers citing "Improving Quadrature for Constrained Integrands"

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Title
Bayesian Model Selection of Lithium-Ion Battery Models via Bayesian Quadrature Masaki Adachi Yannick Kuhn Birger Horstmann Arnulf Latz Michael A. Osborne David A. Howey 83 10 0 28 Oct 2022
Scalable Bayesian Transformed Gaussian Processes Xinran Zhu Leo Huang Cameron Ibrahim E. Lee D. Bindel 42 1 0 20 Oct 2022
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination Masaki Adachi Satoshi Hayakawa Martin Jørgensen Harald Oberhauser Michael A. Osborne 73 20 0 09 Jun 2022
Invariant Priors for Bayesian Quadrature Masha Naslidnyk Javier I. González Maren Mahsereci 51 2 0 02 Dec 2021
Black Box Probabilistic Numerics Onur Teymur Christopher N. Foley Philip G. Breen Toni Karvonen Chris J. Oates 62 5 0 15 Jun 2021
Marginalising over Stationary Kernels with Bayesian Quadrature Saad Hamid Sebastian Schulze Michael A. Osborne Stephen J. Roberts GP 55 4 0 14 Jun 2021
Bayesian Quadrature on Riemannian Data Manifolds Christian Frohlich A. Gessner Philipp Hennig Bernhard Schölkopf Georgios Arvanitidis 60 4 0 12 Feb 2021
Batch simulations and uncertainty quantification in Gaussian process surrogate approximate Bayesian computation Marko Jarvenpaa Aki Vehtari Pekka Marttinen 59 15 0 14 Oct 2019
BINOCULARS for Efficient, Nonmyopic Sequential Experimental Design Shali Jiang Henry Chai Javier I. González Roman Garnett OffRL 103 51 0 10 Sep 2019
Convergence Guarantees for Adaptive Bayesian Quadrature Methods Motonobu Kanagawa Philipp Hennig 92 36 0 24 May 2019
Parallel Gaussian process surrogate Bayesian inference with noisy likelihood evaluations Marko Jarvenpaa Michael U. Gutmann Aki Vehtari Pekka Marttinen 112 41 0 03 May 2019
Active Multi-Information Source Bayesian Quadrature A. Gessner Javier I. González Maren Mahsereci 73 30 0 27 Mar 2019
Automated Model Selection with Bayesian Quadrature Henry Chai Jean-François Ton Roman Garnett Michael A. Osborne 89 11 0 26 Feb 2019