Towards a statistical theory of data selection under weak supervision

Part of International Conference on Representation Learning 2024 (ICLR 2024) Conference

Bibtex Paper Supplementary

Authors

Germain Kolossov, Andrea Montanari, Pulkit Tandon

Abstract

Given a sample of size $N$, it is often useful to select a subsample of smaller size $n