Nathanael Bosch
10 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (5) π Cross-Pollinator (10)
πΊοΈ
Taxonomy Completionist
(15)
π
Conference Polyglot
(6)
π
Century Club
(10)
π₯
Unstoppable
(6)
π
Conference Pioneer
Conferences
ICML (3)
AISTATS (2)
L4DC (2)
AUTOML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
ordinary differential equation
(6)
probabilistic numerics
(4)
bayesian inference
(3)
uncertainty quantification
(3)
probabilistic numerical method
(3)
posterior distribution
(1)
gaussian process
(1)
parallel computing
(1)
optimal control
(1)
numerical integration
(1)
dynamical system
(1)
uncertainty estimation
(1)
differential equation
(1)
bayesian inverse problem
(1)
probabilistic solver
(1)
adaptive step-size
(1)
stochastic dynamical system
(1)
probabilistic numerical solver
(1)
bayesian state estimation
(1)
extended kalman smoother
(1)
Papers
Multi-layer Stack Ensembles for Time Series Forecasting
AUTOML 2025
Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations
ICML 2024
Probabilistic ODE solvers for integration error-aware numerical optimal control
L4DC 2024
Parallel-in-Time Probabilistic Numerical ODE Solvers
JMLR 2024
Probabilistic Exponential Integrators
NIPS 2023
Fenrir: Physics-Enhanced Regression for Initial Value Problems
ICML 2022
Probabilistic ODE Solutions in Millions of Dimensions
ICML 2022
Pick-and-Mix Information Operators for Probabilistic ODE Solvers
AISTATS 2022
Calibrated Adaptive Probabilistic ODE Solvers
AISTATS 2021
Planning from Images with Deep Latent Gaussian Process Dynamics
L4DC 2020