Optimal Decision Tree and Adaptive Submodular Ranking with Noisy Outcomes

Su Jia, Fatemeh Navidi, Viswanath Nagarajan +1

In pool-based active learning, the learner is given an unlabeled data set and aims to efficiently learn the unknown hypothesis by querying the labels of the data points. This can b…