Filip Tronarp
7 papers · 2021–2024 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Keywords
ordinary differential equation
(5)
probabilistic numerics
(3)
probabilistic numerical method
(3)
uncertainty quantification
(2)
dynamical system
(2)
bayesian inference
(2)
covariance matrix
(1)
optimal control
(1)
kalman filter
(1)
numerical integration
(1)
adaptive step size
(1)
uncertainty estimation
(1)
differential equation
(1)
bayesian inverse problem
(1)
data assimilation
(1)
gaussian filtering
(1)
probabilistic solver
(1)
stochastic dynamical system
(1)
probabilistic numerical solver
(1)
bayesian state estimation
(1)
Papers
Parallel-in-Time Probabilistic Numerical ODE Solvers
JMLR 2024
Probabilistic ODE solvers for integration error-aware numerical optimal control
L4DC 2024
Probabilistic Exponential Integrators
NeurIPS 2023
The Rank-Reduced Kalman Filter: Approximate Dynamical-Low-Rank Filtering In High Dimensions
NeurIPS 2023
Fenrir: Physics-Enhanced Regression for Initial Value Problems
ICML 2022
Pick-and-Mix Information Operators for Probabilistic ODE Solvers
AISTATS 2022
Calibrated Adaptive Probabilistic ODE Solvers
AISTATS 2021