Joint ML Journal Club

Friday 11 Oct 2024, 10:00 → 11:00 Europe/Berlin

O1.435 (FTX seminar room) (Building 1d)

Do you want to get the very latest news on research in ML?
The joint journal club meets on the second Friday of each month, covering new ML research for physicists across the board. We are a diverse group from theory to experiment, high energy to astrophysics. Everyone is welcome.

The paper is "AI models collapse when trained on recursively generated data".

Map to the room: https://indico.desy.de/event/45937/attachments/91689/124922/map.png

 

Join Zoom Meeting: https://desy.zoom.us/j/69478568183

Meeting ID: 694 7856 8183

Passcode: MLclub 

 

Mailing list: jointml@desy.de. We will announce upcoming meetings there. To subscribe, please visit lists.desy.de/sympa/subscribe/jointml.

Please do suggest papers that interest you! Send me an email henry.day-hall (at) desy.de.

10:00 → 10:20 Intro; physics background + paper summary

We start with a brief overview of the paper topic for a general physics audience. Giving the background concepts that are field specific. Then there is a summary of the paper to start the discussion.

Feel free to interrupt with questions/comments.

Paper title; "AI models collapse when trained on recursively generated data"
Paper link; https://www.nature.com/articles/s41586-024-07566-y

Speaker: Lorenzo Valente (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik))

Journal Club_ AI models collapse.pdf

10:20 → 11:00 Discussion