Filip Tronarp
7 papers · 2021–2024 · 5 conferences · across top CS/AI conferences
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (10) 🗺️ Taxonomy Completionist (16)
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Conferences
AISTATS (2)
NIPS (2)
ICML (1)
JMLR (1)
L4DC (1)
Top co-authors
Keywords
ordinary differential equation
(5)
probabilistic numerics
(3)
probabilistic numerical method
(3)
dynamical system
(2)
uncertainty quantification
(2)
bayesian inference
(2)
optimal control
(1)
kalman filter
(1)
numerical integration
(1)
uncertainty estimation
(1)
differential equation
(1)
bayesian inverse problem
(1)
data assimilation
(1)
gaussian filtering
(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
Parallel-in-Time Probabilistic Numerical ODE Solvers
JMLR 2024
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
NIPS 2023
Probabilistic Exponential Integrators
NIPS 2023
Pick-and-Mix Information Operators for Probabilistic ODE Solvers
AISTATS 2022
Fenrir: Physics-Enhanced Regression for Initial Value Problems
ICML 2022
Calibrated Adaptive Probabilistic ODE Solvers
AISTATS 2021