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Marvin Pförtner

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Sample Path Regularity of Gaussian Processes from the Covariance Kernel

Dec 22, 2023
Nathaël Da Costa, Marvin Pförtner, Lancelot Da Costa, Philipp Hennig

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Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers

Dec 23, 2022
Marvin Pförtner, Ingo Steinwart, Philipp Hennig, Jonathan Wenger

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Posterior and Computational Uncertainty in Gaussian Processes

May 30, 2022
Jonathan Wenger, Geoff Pleiss, Marvin Pförtner, Philipp Hennig, John P. Cunningham

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ProbNum: Probabilistic Numerics in Python

Dec 03, 2021
Jonathan Wenger, Nicholas Krämer, Marvin Pförtner, Jonathan Schmidt, Nathanael Bosch, Nina Effenberger, Johannes Zenn, Alexandra Gessner, Toni Karvonen, François-Xavier Briol, Maren Mahsereci, Philipp Hennig

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