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probabilistic numerical method

11 papers

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Co-occurring keywords · papers mentioning both

uncertainty quantification (5) bayesian inference (5) ordinary differential equation (4) gaussian process (4) probabilistic numerics (3) predictive uncertainty (2) differential equation (2) riemannian manifold (2) bayesian quadrature (2) runge-kutta method (1)

Papers

Computation-Aware Kalman Filtering and Smoothing AISTATS 2025 Conditional Bayesian Quadrature UAI 2024 Parallel-in-Time Probabilistic Numerical ODE Solvers JMLR 2024 Probabilistic Exponential Integrators NeurIPS 2023 Pick-and-Mix Information Operators for Probabilistic ODE Solvers AISTATS 2022 Probabilistic Numerical Method of Lines for Time-Dependent Partial Differential Equations AISTATS 2022 Bayesian Quadrature on Riemannian Data Manifolds ICML 2021 Differentiable Likelihoods for Fast Inversion of ’Likelihood-Free’ Dynamical Systems ICML 2020 GOODE: A Gaussian Off-The-Shelf Ordinary Differential Equation Solver ICML 2019 Probabilistic ODE Solvers with Runge-Kutta Means NeurIPS 2014 Probabilistic Solutions to Differential Equations and their Application to Riemannian Statistics AISTATS 2014