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2020 – today
- 2023
[i9]Enea Monzio Compagnoni, Luca Biggio, Antonio Orvieto, Frank Norbert Proske, Hans Kersting, Aurélien Lucchi:
An SDE for Modeling SAM: Theory and Insights. CoRR abs/2301.08203 (2023)- 2022
- [c3]Antonio Orvieto, Hans Kersting, Frank Proske, Francis R. Bach, Aurélien Lucchi:
Anticorrelated Noise Injection for Improved Generalization. ICML 2022: 17094-17116 - [i8]Antonio Orvieto, Hans Kersting, Frank Proske, Francis R. Bach, Aurélien Lucchi:
Anticorrelated Noise Injection for Improved Generalization. CoRR abs/2202.02831 (2022) - [i7]Antonio Orvieto, Anant Raj, Hans Kersting, Francis R. Bach:
Explicit Regularization in Overparametrized Models via Noise Injection. CoRR abs/2206.04613 (2022) - [i6]Aurélien Lucchi, Frank Proske, Antonio Orvieto, Francis R. Bach, Hans Kersting:
On the Theoretical Properties of Noise Correlation in Stochastic Optimization. CoRR abs/2209.09162 (2022) - 2020
- [j2]Hans Kersting
, Timothy John Sullivan, Philipp Hennig:
Convergence rates of Gaussian ODE filters. Stat. Comput. 30(6): 1791-1816 (2020) - [c2]Hans Kersting, Nicholas Krämer, Martin Schiegg, Christian Daniel, Michael Tiemann, Philipp Hennig:
Differentiable Likelihoods for Fast Inversion of 'Likelihood-Free' Dynamical Systems. ICML 2020: 5198-5208 - [i5]Hans Kersting, Nicholas Krämer, Martin Schiegg, Christian Daniel, Michael Tiemann, Philipp Hennig:
Differentiable Likelihoods for Fast Inversion of 'Likelihood-Free' Dynamical Systems. CoRR abs/2002.09301 (2020) - [i4]Hans Kersting, Maren Mahsereci:
A Fourier State Space Model for Bayesian ODE Filters. CoRR abs/2007.09118 (2020)
2010 – 2019
- 2019
- [j1]Filip Tronarp, Hans Kersting, Simo Särkkä, Philipp Hennig:
Probabilistic solutions to ordinary differential equations as nonlinear Bayesian filtering: a new perspective. Stat. Comput. 29(6): 1297-1315 (2019) - 2018
- [i3]Hans Kersting, Timothy John Sullivan, Philipp Hennig:
Convergence Rates of Gaussian ODE Filters. CoRR abs/1807.09737 (2018) - 2017
- [i2]Emilia Magnani, Hans Kersting, Michael Schober, Philipp Hennig:
Bayesian Filtering for ODEs with Bounded Derivatives. CoRR abs/1709.08471 (2017) - 2016
- [c1]Hans Kersting, Philipp Hennig:
Active Uncertainty Calibration in Bayesian ODE Solvers. UAI 2016 - [i1]Hans Kersting, Philipp Hennig:
Active Uncertainty Calibration in Bayesian ODE Solvers. CoRR abs/1605.03364 (2016)
Coauthor Index
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