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 Physics-Informed Variational State-Space Gaussian ProcessesNeural Information Processing Systems (NeurIPS), 2024 |
 Parallel-in-Time Probabilistic Numerical ODE SolversJournal of machine learning research (JMLR), 2023 |
 Data-Adaptive Probabilistic Likelihood Approximation for Ordinary
Differential EquationsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
 Probabilistic Exponential IntegratorsNeural Information Processing Systems (NeurIPS), 2023 |
 Fenrir: Physics-Enhanced Regression for Initial Value ProblemsInternational Conference on Machine Learning (ICML), 2022 |
 Probabilistic Numerical Method of Lines for Time-Dependent Partial
Differential EquationsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |
 Probabilistic ODE Solutions in Millions of DimensionsInternational Conference on Machine Learning (ICML), 2021 |
 Pick-and-Mix Information Operators for Probabilistic ODE SolversInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |
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