Improved Algorithms for Agnostic Pool-based Active Classification

Julian Katz-Samuels, Jifan Zhang, Lalit Jain +1

We consider active learning for binary classification in the agnostic pool-based setting. The vast majority of works in active learning in the agnostic setting are inspired by the…