Finite-dimensional Gaussian approximation with linear inequality
constraints

Finite-dimensional Gaussian approximation with linear inequality constraints

20 October 2017

A. F. López-Lopera

François Bachoc

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Papers citing "Finite-dimensional Gaussian approximation with linear inequality constraints"

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Title
Beyond Surrogate Modeling: Learning the Local Volatility Via Shape Constraints Marc Chataigner Areski Cousin Stéphane Crépey M. Dixon Djibril Gueye 54 8 0 20 Dec 2022
Relaxed Gaussian process interpolation: a goal-oriented approach to Bayesian optimization S. Petit Julien Bect E. Vázquez 118 1 0 07 Jun 2022
Constraining Gaussian processes for physics-informed acoustic emission mapping Matthew R. Jones T. Rogers E. Cross AI4CE 85 16 0 03 Jun 2022
High-dimensional additive Gaussian processes under monotonicity constraints A. F. López-Lopera François Bachoc O. Roustant 81 9 0 17 May 2022
Posterior contraction rates for constrained deep Gaussian processes in density estimation and classication François Bachoc A. Lagnoux 82 4 0 14 Dec 2021
Spectrum Gaussian Processes Based On Tunable Basis Functions Wenqi Fang Guanlin Wu Jingjing Li Ziyi Wang Jiang Cao Yang Ping 18 0 0 14 Jul 2021
Asymptotic analysis of maximum likelihood estimation of covariance parameters for Gaussian processes: an introduction with proofs François Bachoc 54 13 0 15 Sep 2020
A Survey of Constrained Gaussian Process Regression: Approaches and Implementation Challenges L. Swiler Mamikon A. Gulian A. Frankel Cosmin Safta J. Jakeman GP AI4CE 110 106 0 16 Jun 2020
Nonnegativity-Enforced Gaussian Process Regression Andrew Pensoneault Xiu Yang Xueyu Zhu 80 28 0 07 Apr 2020
Tensor Basis Gaussian Process Models of Hyperelastic Materials A. Frankel Reese E. Jones L. Swiler 76 43 0 23 Dec 2019
Integrals over Gaussians under Linear Domain Constraints A. Gessner Oindrila Kanjilal Philipp Hennig 69 30 0 21 Oct 2019
A Role for Symmetry in the Bayesian Solution of Differential Equations Junyang Wang Jon Cockayne Chris J. Oates 73 7 0 24 Jun 2019
Gaussian Process Modulated Cox Processes under Linear Inequality Constraints A. F. López-Lopera S. T. John N. Durrande 85 16 0 28 Feb 2019
Gaussian processes with linear operator inequality constraints C. Agrell 74 39 0 10 Jan 2019
Composite likelihood estimation for a gaussian process under fixed domain asymptotics François Bachoc M. Bevilacqua D. Velandia 51 12 0 24 Jul 2018
Maximum likelihood estimation for Gaussian processes under inequality constraints François Bachoc A. Lagnoux A. F. López-Lopera 87 24 0 10 Apr 2018