Jonathan Schmidt
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
probabilistic numerics
(3)
bayesian inference
(3)
ordinary differential equation
(2)
uncertainty quantification
(2)
kalman filter
(2)
optimal control
(1)
latent force models
(1)
numerical integration
(1)
state space model
(1)
dynamical system
(1)
partial differential equation
(1)
differential equation
(1)
data assimilation
(1)
gaussian filtering
(1)
kronecker structure
(1)
probabilistic numerical method
(1)
method of line
(1)
computational uncertainty
(1)
probabilistic ordinary differential equation
(1)
high-dimensional inference
(1)
Papers
Probabilistic ODE solvers for integration error-aware numerical optimal control
L4DC 2024
The Rank-Reduced Kalman Filter: Approximate Dynamical-Low-Rank Filtering In High Dimensions
NeurIPS 2023
Probabilistic Numerical Method of Lines for Time-Dependent Partial Differential Equations
AISTATS 2022
Probabilistic ODE Solutions in Millions of Dimensions
ICML 2022
A Probabilistic State Space Model for Joint Inference from Differential Equations and Data
NeurIPS 2021