Simulation-based Inference for scientific discovery

from Monday, 20 September 2021 (09:00) to Wednesday, 22 September 2021 (17:00)
Online via Zoom

        : Sessions
    /     : Talks
        : Breaks
20 Sep 2021
21 Sep 2021
22 Sep 2021
AM
09:00 Welcome - Mr Alvaro Tejero-Cantero (MLcolab) Peter Steinbach (HZDR)   ()
09:20 Simulators for Science - Mr Alvaro Tejero-Cantero (MLcolab)   ()
09:40 Introduce your simulators - Mr Alvaro Tejero-Cantero (MLcolab) Peter Steinbach (HZDR)   ()
11:00 From Simulators to Simulations-based Inference - Mr Alvaro Tejero-Cantero (MLcolab)   ()
09:00 Conditional Density Estimation - Michael Deistler (MackeLab)   ()
10:30 Introduction to SNPE - Michael Deistler (MackeLab) Mr David Greenberg (Hereon)   ()
09:00 Benchmarking SBI - Mr Jan-Matthis Lückmann (MackeLab)   ()
09:40 Troubleshooting SBI - Mr Jan Bölts   ()
10:40 Bayesian Workflow - Mr Jan Bölts   ()
PM
12:00 --- Lunch ---
13:15 Computing on HAICORE - Stefan Kesselheim (FZ Jülich)   ()
14:00 Practical: ABC hands-on - Stefan Kesselheim (FZ Jülich) Mr Alvaro Tejero-Cantero (MLcolab)   ()
15:00 Lecture: SBI in neuroscience - Mr Pedro Goncalves (Mackelab)   ()
16:00 Learner Feedback Day 1 - Peter Steinbach (HZDR)   ()
12:00 --- Lunch ---
13:00 SNLE and SNRE - Mr David Greenberg (Hereon)   ()
14:30 Practical: The SBI package - Mr Jan Bölts   ()
15:30 Learner Feedback Day 2   ()
12:00 --- Lunch ---
13:00 SBI with your data - Mr Alvaro Tejero-Cantero (MLcolab) Peter Steinbach (HZDR) Michael Deistler (MackeLab) Mr Jan Bölts Mr Jan-Matthis Lückmann (MackeLab)   ()