Inspiration Exchange - Data-centric AI

Recording of the van der Schaar Lab's 23rd Inspiration Exchange session, which took place on 13 December, 2022, and was attended by students and professionals from the AI and machine learning community.

To start the session, Prof Mihaela van der Schaar gave an introductory presentation about Data-centric AI, followed by a presentation about our groups work in the field by Dr Fergus Imrie, and a deep dive into Data-IQ by Nabeel Seedat.

Core of the session was the roundtable discussion with our guest Prof Isabelle Guyon (Google Brain; INRIA) who shared her perspectives on Data-centric AI, challenges, and opportunities. The session was then opened up to the audience for Q&A and general discussion.

Introduction - 0:00​
Session overview - 0:21
Presentation by Mihaela - 1:34
A Data-centric AI Lens by Fergus - 11:13
Data-IQ by Nabeel - 20:31
Roundtable discussion - 29:41
Audience Questions - 53:06
Intro to next sessions - 59:46

NOTE: This information was up-to-date at the time of the presentation but does not take into account material published since then.