Philipp Hennig

Latest

• Probabilistic Numerics - Computation as Machine Learning
• Convergence Rates of Gaussian ODE Filters
• Differentiable Likelihoods for Fast Inversion of ‘Likelihood-Free’ Dynamical Systems
• Probabilistic Solutions to Ordinary Differential Equations as Non-Linear Bayesian Filtering: A New Perspective
• Bayesian Filtering for ODEs with Bounded Derivatives
• Active Uncertainty Calibration in Bayesian ODE Solvers