Automated Model Selection with Bayesian Quadrature

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Automated Model Selection with Bayesian Quadrature

26 February 2019

Jean-François Ton

Michael A. Osborne

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Papers citing "Automated Model Selection with Bayesian Quadrature"

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Title
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
Marginalising over Stationary Kernels with Bayesian Quadrature Saad Hamid Sebastian Schulze Michael A. Osborne Stephen J. Roberts GP 55 4 0 14 Jun 2021
Active Testing: Sample-Efficient Model Evaluation Jannik Kossen Sebastian Farquhar Y. Gal Tom Rainforth VLM 87 53 0 09 Mar 2021
Variational Bayesian Monte Carlo with Noisy Likelihoods Luigi Acerbi 102 42 0 15 Jun 2020
BINOCULARS for Efficient, Nonmyopic Sequential Experimental Design Shali Jiang Henry Chai Javier I. González Roman Garnett OffRL 103 51 0 10 Sep 2019
Optimal Bayesian design for model discrimination via classification Markus Hainy David J. Price O. Restif Christopher C. Drovandi TPM 54 5 0 14 Sep 2018