data rating

1 paper across 1 session

Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

DataRater: Meta-Learned Dataset Curation

#3509 · Dan Andrei Calian, Greg Farquhar, Iurii Kemaev, Luisa Zintgraf, Matteo Hessel, Jeremy Shar, Junhyuk Oh, András György, Tom Schaul, Jeff Dean, Hado van Hasselt, David Silver

We introduce the "DataRater", a meta-learning approach to automatically learn the value of data and use it to improve the compute efficiency of training foundation models.