Simulation-based Inference for scientific discovery

Contribution List

1. Welcome

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

20/09/2021, 09:00

2. Simulators for Science

Mr Alvaro Tejero-Cantero (MLcolab)

20/09/2021, 09:20

3. Introduce your simulators

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

20/09/2021, 09:40

4. From Simulators to Simulations-based Inference

Mr Alvaro Tejero-Cantero (MLcolab)

20/09/2021, 11:00

5. Computing on HAICORE

Stefan Kesselheim (FZ Jülich)

20/09/2021, 13:15

6. Practical: ABC hands-on

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

20/09/2021, 14:00

7. Lecture: SBI in neuroscience

Mr Pedro Goncalves (Mackelab)

20/09/2021, 15:00

8. Learner Feedback Day 1

Peter Steinbach (HZDR)

20/09/2021, 16:00

9. Conditional Density Estimation

Michael Deistler (MackeLab)

21/09/2021, 09:00

10. Introduction to SNPE

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

21/09/2021, 10:30

11. SNLE and SNRE

Mr David Greenberg (Hereon)

21/09/2021, 13:00

12. Practical: The SBI package

Mr Jan Bölts

21/09/2021, 14:30

13. Learner Feedback Day 2

21/09/2021, 15:30

14. Benchmarking SBI

Mr Jan-Matthis Lückmann (MackeLab)

22/09/2021, 09:00

15. Troubleshooting SBI

Mr Jan Bölts

22/09/2021, 09:40

16. Bayesian Workflow

Mr Jan Bölts

22/09/2021, 10:40

17. SBI with your data

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

22/09/2021, 13:00