Hands-On Workshop ML 2024

19 Mar 2024, 08:30 → 20 Mar 2024, 13:30 Europe/Berlin

Tuesday, 19 March

Registration

Morning Session

1 Welcome by the organising team

Speaker: Andreas Hansen and others

2 Theoretical Concepts of Machine Learning – Part I

Speaker: Christian Bauckhage (Uni Bonn)

09:55 Short bream

3 Theoretical Concepts of Machine Learning – Part II

Speaker: Christian Bauckhage (Uni Bonn)

10:45 Coffee Break

4 Theoretical Concepts of Machine Learning – Part III

Speaker: Christian Bauckhage (Uni Bonn)

5 Introduction Hands-On by tutors of the University of Bonn

Speakers: Andreas Hansen, Kim Nicoli (TRA Matter, HISKP, Bethe Center for Theorethical Physics), Michael Lupberger

12:10 Lunch beak

Hands-On

eCampus course: https://ecampus.uni-bonn.de/goto_ecampus_crs_3323640.html

6 Hands-On Part I

14:55 Break

7 Hands-On Part II

Wednesday, 20 March

Talks

8 Inference of gene regulation in stem cell development with PINNs

Speaker: Maria Mircea

09:55 Short break

9 A journey through generative models and (some of) their application in physics

Speaker: Kim Nicoli (TRA Matter, HISKP, Bethe Center for Theorethical Physics)

10:45 Coffee Break

10 Increasing data efficiency and integrating expertise into behavior analysis with active learning

Speaker: Jens Tillmann (University Bonn, Medical Center)

11 Wrap-up and Feedback

Speaker: Birgit Westernstroeer (uni-bonn)

12 Group picture

12:25 Light Lunch + Networking