Jifan Zhang

Improved Algorithms for Agnostic Pool-based Active Classification

2021 · arXiv (Cornell University)

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 CAL algorithm where each query is uniformly …