MaxiMin Active Learning in Overparameterized Model Classes}

Mina Karzand, Robert D. Nowak

Generating labeled training datasets has become a major bottleneck in Machine Learning (ML) pipelines. Active ML aims to address this issue by designing learning algorithms that au…