Active Learning of Deep Neural Networks via Gradient-Free Cutting Planes

Erica Zhang, Fangzhao Zhang, Mert Pilanci

Active learning methods aim to improve sample complexity in machine learning. In this work, we investigate an active learning scheme via a novel gradient-free cutting-plane trainin…