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

Ilia Sucholutsky, Nam-Hwui Kim, Ryan P. Browne +1

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 tha…