Ilia Sucholutsky

One Line To Rule Them All: Generating LO-Shot Soft-Label Prototypes

2021 · arXiv (Cornell University)

Increasingly large datasets are rapidly driving up the computational costs of machine learning. Prototype generation methods aim to create a small set of synthetic observations that accurately represent a training dataset but greatly reduce the …