Hands-On Workshop ML 2024

Mar 19, 2024, 8:30 AM → Mar 20, 2024, 1:30 PM Europe/Berlin

Tue, March 19

8:30 AM → 9:00 AM Registration

9:00 AM → 12:10 PM Morning Session

9:00 AM Welcome by the organising team

Speaker: Andreas Hansen and others

9:15 AM Theoretical Concepts of Machine Learning – Part I

Speaker: Christian Bauckhage (Uni Bonn)

9:55 AM Short bream

10:05 AM Theoretical Concepts of Machine Learning – Part II

Speaker: Christian Bauckhage (Uni Bonn)

10:45 AM Coffee Break

11:10 AM Theoretical Concepts of Machine Learning – Part III

Speaker: Christian Bauckhage (Uni Bonn)

11:50 AM 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 PM → 1:10 PM Lunch beak

1:10 PM → 4:30 PM Hands-On

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

1:10 PM Hands-On Part I

2:55 PM Break

3:15 PM Hands-On Part II

Wed, March 20

9:15 AM → 11:50 AM Talks

9:15 AM Inference of gene regulation in stem cell development with PINNs

Speaker: Maria Mircea

9:55 AM Short break

10:05 AM 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 AM Coffee Break

11:10 AM Increasing data efficiency and integrating expertise into behavior analysis with active learning

Speaker: Jens Tillmann (University Bonn, Medical Center)

11:50 AM → 12:15 PM Wrap-up and Feedback

Speaker: Birgit Westernstroeer (uni-bonn)

12:15 PM → 12:25 PM Group picture

12:25 PM → 1:15 PM Light Lunch + Networking