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Hans Kersting
Hans Kersting
Postdoc, 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
462016
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
422019
Convergence rates of Gaussian ODE filters
H Kersting, TJ Sullivan, P Hennig
Statistics and computing 30 (6), 1791-1816, 2020
262020
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
162020
Bayesian filtering for ODEs with bounded derivatives
E Magnani, H Kersting, M Schober, P Hennig
arXiv preprint arXiv:1709.08471, 2017
82017
A Fourier state space model for Bayesian ODE filters
H Kersting, M Mahsereci
arXiv preprint arXiv:2007.09118, 2020
52020
Uncertainty-Aware Numerical Solutions of ODEs by Bayesian Filtering
H Kersting
Universität Tübingen, 2021
12021
Probabilistic Numerics
P Hennig, MA Osborne, HP Kersting
Cambridge University Press, 2022
2022
Anticorrelated Noise Injection for Improved Generalization
A Orvieto, H Kersting, F Proske, F Bach, A Lucchi
arXiv preprint arXiv:2202.02831, 2022
2022
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