Algorithmic Linearly Constrained Gaussian Processes

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Algorithmic Linearly Constrained Gaussian Processes

28 January 2018

Markus Lange-Hegermann

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Papers citing "Algorithmic Linearly Constrained Gaussian Processes"

13 / 13 papers shown

Title
Physics-Informed Variational State-Space Gaussian Processes Oliver Hamelijnck Arno Solin Theodoros Damoulas 57 1 0 20 Sep 2024
Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients Marc Härkönen Markus Lange-Hegermann Bogdan Raiță 133 16 0 29 Dec 2022
Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations Andreas Besginow Markus Lange-Hegermann 78 11 0 26 Aug 2022
Designing Robust Biotechnological Processes Regarding Variabilities using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design T. H. Rodríguez Anton Sekulic Markus Lange-Hegermann Björn Frahm 67 10 0 06 May 2022
On boundary conditions parametrized by analytic functions Markus Lange-Hegermann D. Robertz 54 5 0 06 May 2022
Incorporating Sum Constraints into Multitask Gaussian Processes Philipp Pilar Carl Jidling Thomas B. Schon Niklas Wahlström TPM 44 3 0 03 Feb 2022
Stochastic Processes Under Linear Differential Constraints : Application to Gaussian Process Regression for the 3 Dimensional Free Space Wave Equation Iain Henderson P. Noble O. Roustant 47 1 0 23 Nov 2021
Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels M. Hutchinson Alexander Terenin Viacheslav Borovitskiy So Takao Yee Whye Teh M. Deisenroth 68 22 0 27 Oct 2021
Efficient methods for Gaussian Markov random fields under sparse linear constraints David Bolin J. Wallin 41 4 0 03 Jun 2021
Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression Christian Fiedler C. Scherer Sebastian Trimpe GP 74 70 0 06 May 2021
Structured learning of rigid-body dynamics: A survey and unified view from a robotics perspective A. R. Geist Sebastian Trimpe AI4CE 90 17 0 11 Dec 2020
Learning Constrained Dynamics with Gauss Principle adhering Gaussian Processes A. R. Geist Sebastian Trimpe 74 21 0 23 Apr 2020
Linearly Constrained Neural Networks J. Hendriks Carl Jidling A. Wills Thomas B. Schon 103 35 0 05 Feb 2020