Schedule
Wednesday 24th August 2022
Time |
Speaker |
Title |
13:15 - 13:30 |
|
Workshop opening |
13:30 - 14:15 |
Nicolas Durrande |
Practical connection between Sparse Gaussian Process and Neural Networks via inducing variable design. |
14:30 - 15:15 |
Filip de Roos (online) |
High-Dimensional Gaussian Process Inference with Derivatives. |
15:30 - 16:00 |
|
Break |
16:00 - 16:45 |
Dominic Schuhmacher |
Convergence rates for geostatistical thinning of point processes based on Gaussian random fields. |
17:00 - 17:30 |
|
Informal Discussions |
19:00 - ……….. |
|
Workshop dinner at Lokal: Militärstrasse 42, 3014 Bern. |
To access the restaurant, it is recommended to go to the train station and take the bus 9A (direction Wankdorf) until the stop Breitenrain, then walk 2 minutes.
Thursday 25th August 2022
Time |
Speaker |
Title |
09:00 - 09:45 |
Martin Outzem Berild |
Flexible covariance structures for three-dimensional Gaussian random fields. |
10:00 - 10:30 |
|
Break |
10:30 - 11:15 |
Marianne Abemgnigni Njifon |
A graph convolutional network for inference with spatial data. |
11:30 - 12:15 |
Guillaume Pirot |
Can we parameterize geological conceptual models in a continuous space? |
12:30 - ……….. |
|
Brainstorming pic-nic |
Friday 26th August 2022
Time |
Speaker |
Title |
09:00 - 09:45 |
Victor Picheny |
Scaling up Bayesian optimisation with variational inference. |
10:00 - 10:30 |
|
Break |
10:30 - 11:15 |
Geir-Arne Fuglstad (online) |
Non-stationary Global Spatio-Temporal Modelling Using SPDEs. |
11:30 - 12:15 |
|
Informal discussions and workshop closure |