Hans Kersting
Hans Kersting
SIERRA Team, INRIA Paris
Verified email at inria.fr - Homepage
Title
Cited by
Cited by
Year
Active uncertainty calibration in Bayesian ODE solvers
H Kersting, P Hennig
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial …, 2016
392016
Probabilistic solutions to ordinary differential equations as nonlinear Bayesian filtering: a new perspective
F Tronarp, H Kersting, S Särkkä, P Hennig
Statistics and Computing 29 (6), 1297-1315, 2019
232019
Convergence rates of Gaussian ODE filters
H Kersting, TJ Sullivan, P Hennig
Statistics and Computing 30 (6), 1791-1816, 2020
152020
Differentiable likelihoods for fast inversion of’likelihood-free’dynamical systems
H Kersting, N Krämer, M Schiegg, C Daniel, M Tiemann, P Hennig
International Conference on Machine Learning, 5198-5208, 2020
72020
Bayesian filtering for ODEs with bounded derivatives
E Magnani, H Kersting, M Schober, P Hennig
arXiv preprint arXiv:1709.08471, 2017
62017
A Fourier state space model for Bayesian ODE filters
H Kersting, M Mahsereci
arXiv preprint arXiv:2007.09118, 2020
32020
Uncertainty-Aware Numerical Solutions of ODEs by Bayesian Filtering
H Kersting
Universität Tübingen, 2021
2021
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