Nathanael Bosch

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Gaussian Process

Numerically Stable

Probabilistic Formulation

Ordinary Differential Equations

Top Venues

Publications

Jonas Beck, Nathanael Bosch, Michael Deistler, Kyra L. Kadhim, Jakob H. Macke, Philipp Hennig, Philipp Berens
Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations. CoRR (2024)
Amon Lahr, Filip Tronarp, Nathanael Bosch, Jonathan Schmidt, Philipp Hennig, Melanie N. Zeilinger
Probabilistic ODE solvers for integration error-aware numerical optimal control. L4DC (2024)
Nathanael Bosch, Philipp Hennig, Filip Tronarp
Probabilistic Exponential Integrators. NeurIPS (2023)
Nathanael Bosch, Adrien Corenflos, Fatemeh Yaghoobi, Filip Tronarp, Philipp Hennig, Simo Särkkä
Parallel-in-Time Probabilistic Numerical ODE Solvers. CoRR (2023)
Nathanael Bosch, Philipp Hennig, Filip Tronarp
Probabilistic Exponential Integrators. CoRR (2023)
Nathanael Bosch, Filip Tronarp, Philipp Hennig
Pick-and-Mix Information Operators for Probabilistic ODE Solvers. AISTATS (2022)
Filip Tronarp, Nathanael Bosch, Philipp Hennig
Fenrir: Physics-Enhanced Regression for Initial Value Problems. CoRR (2022)
Filip Tronarp, Nathanael Bosch, Philipp Hennig
Fenrir: Physics-Enhanced Regression for Initial Value Problems. ICML (2022)
Nicholas Krämer, Nathanael Bosch, Jonathan Schmidt, Philipp Hennig
Probabilistic ODE Solutions in Millions of Dimensions. ICML (2022)
Nathanael Bosch, Philipp Hennig, Filip Tronarp
Calibrated Adaptive Probabilistic ODE Solvers. AISTATS (2021)
Nathanael Bosch, Filip Tronarp, Philipp Hennig
Pick-and-Mix Information Operators for Probabilistic ODE Solvers. CoRR (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
ProbNum: Probabilistic Numerics in Python. CoRR (2021)
Nicholas Krämer, Nathanael Bosch, Jonathan Schmidt, Philipp Hennig
Probabilistic ODE Solutions in Millions of Dimensions. CoRR (2021)
Nathanael Bosch, Philipp Hennig, Filip Tronarp
Calibrated Adaptive Probabilistic ODE Solvers. CoRR (2020)
Nathanael Bosch, Jan Achterhold, Laura Leal-Taixé, Jörg Stückler
Planning from Images with Deep Latent Gaussian Process Dynamics. L4DC (2020)
Nathanael Bosch, Jan Achterhold, Laura Leal-Taixé, Jörg Stückler
Planning from Images with Deep Latent Gaussian Process Dynamics. CoRR (2020)