Monday
Session 1 (09:30-10:50)
| Time | Speaker | Title |
|---|---|---|
| 09:30 - 09:50 | Alex Diaz | Probabilistic numerics for rare event simulation |
| 09:50 - 10:10 | Nina Effenberger | Wind power forecasting in the face of climate change |
| 10:10 - 10:30 | Holger Voos | Combining Probabilistic Robotics and Probabilistic Numerics - A Perspective |
| 10:30 - 10:50 | Nathaël Da Costa | Sample Path Regularity of Gaussian Processes |
Session 2 (11:30-12:30)
| Time | Speaker | Title |
|---|---|---|
| 11:30 - 12:00 | Yuto Miyatake | Quantifying uncertainty in the numerical integration of evolution equations based on Bayesian isotonic regression |
| 12:00 - 12:00 | Cristian Galvis | Quantum-assisted Hilbert-space Gaussian process regression |
Session 3 (13:30 - 15:00)
| Time | Speaker | Title |
|---|---|---|
| 13:30 - 14:15 | Nicholas Krämer | Probabilistic Numerical Method of Lines |
| 14:15 - 15:00 | Anne Poot | Probabilistic Numerics for the Finite Element Method |
Session 4 (15:30 - 16:30)
| Time | Speaker | Title |
|---|---|---|
| 15:30 - 16:00 | Takuo Matsubara | TBD |
| 16:00 - 16:30 | Frederik de Ceuster | Probabilistic numerics for astrophysical simulation |
Tuesday
Session 1 (09:30-10:30)
| Time | Speaker | Title |
|---|---|---|
| 09:30 - 09:50 | Jeremy Yates | AIRR: AI for Research Resource - Access Routes for Developers |
| 09:50 - 10:10 | Chris Oates | Probabilistic Extrapolation Methods |
| 10:10 - 10:30 | Marina Riabiz | Extrapolating expectations through tempering |
Session 2 (11:00-12:30)
| Time | Speaker | Title |
|---|---|---|
| 11:00 - 11:30 | John Pearson | TBD |
| 11:30 - 12:00 | Nathanael Bosch | Robust Parameter Inference in ODEs via Gaussian Process Regression |
| 12:00 - 12:30 | Filip Tronarp | Bayesian ODE Solvers: Exploring the Posterior via SMC |
Session 3 (13:30 - 15:00)
| Time | Speaker | Title |
|---|---|---|
| 13:30 - 14:15 | Motonobu Kanagawa | Comparing Scale Parameter Estimators for Gaussian Process Regression: Cross Validation and Maximum Likelihood |
| 14:15 - 15:00 | Marvin Pförtner | Computation-Aware Kalman Filtering and Smoothing |
Session 4 (15:30 - 16:30)
| Time | Speaker | Title |
|---|---|---|
| 15:30 - 16:00 | Francois-Xavier Briol | Bayesian Quadrature for Parametric Expectations |
| 16:00 - 16:30 | Toni Karvonen | Riemann, Farey and Kernels |
Wednesday
Session 1 (09:30-10:30)
| Time | Speaker | Title |
|---|---|---|
| 09:30 - 09:50 | Andrew Duncan | Inverse Problems involving Expensive Simulations under Computational Budget Constraints |
| 09:50 - 10:10 | Disha Hegde | Learning to Solve Related Linear Systems |
| 10:10 - 10:30 | Takeru Matsuda | TBD |
Session 2 (11:00-12:00)
| Time | Speaker | Title |
|---|---|---|
| 11:00 - 11:30 | Marina Strocchi | Cell to Whole Organ Global Sensitivity Analysis and Parameter Inference on a Four-chamber Heart Electromechanics Model Using Gaussian Processes Emulators |
| 11:30 - 12:00 | Aleksandra Svalova | Gaussian Process emulation with applications in geotechical engineering |