Simulation-based Inference for scientific discovery

Contribution List

1. Welcome

Mr Alvaro Tejero-Cantero (MLcolab), Peter Steinbach (HZDR)

9/20/21, 9:00 AM

2. Simulators for Science

Mr Alvaro Tejero-Cantero (MLcolab)

9/20/21, 9:20 AM

3. Introduce your simulators

Mr Alvaro Tejero-Cantero (MLcolab), Peter Steinbach (HZDR)

9/20/21, 9:40 AM

4. From Simulators to Simulations-based Inference

Mr Alvaro Tejero-Cantero (MLcolab)

9/20/21, 11:00 AM

5. Computing on HAICORE

Stefan Kesselheim (FZ Jülich)

9/20/21, 1:15 PM

6. Practical: ABC hands-on

Mr Alvaro Tejero-Cantero (MLcolab), Stefan Kesselheim (FZ Jülich)

9/20/21, 2:00 PM

7. Lecture: SBI in neuroscience

Mr Pedro Goncalves (Mackelab)

9/20/21, 3:00 PM

8. Learner Feedback Day 1

Peter Steinbach (HZDR)

9/20/21, 4:00 PM

9. Conditional Density Estimation

Michael Deistler (MackeLab)

9/21/21, 9:00 AM

10. Introduction to SNPE

Mr David Greenberg (Hereon), Michael Deistler (MackeLab)

9/21/21, 10:30 AM

11. SNLE and SNRE

Mr David Greenberg (Hereon)

9/21/21, 1:00 PM

12. Practical: The SBI package

Mr Jan Bölts

9/21/21, 2:30 PM

13. Learner Feedback Day 2

9/21/21, 3:30 PM

14. Benchmarking SBI

Mr Jan-Matthis Lückmann (MackeLab)

9/22/21, 9:00 AM

15. Troubleshooting SBI

Mr Jan Bölts

9/22/21, 9:40 AM

16. Bayesian Workflow

Mr Jan Bölts

9/22/21, 10:40 AM

17. SBI with your data

Mr Alvaro Tejero-Cantero (MLcolab), Mr Jan Bölts, Mr Jan-Matthis Lückmann (MackeLab), Michael Deistler (MackeLab), Peter Steinbach (HZDR)

9/22/21, 1:00 PM