Active Heteroscedastic Regression

Kamalika Chaudhuri, Prateek Jain, Nagarajan Natarajan

Abstract: An active learner is given a model class $\Theta$, a large sample of unlabeled data drawn from an underlying distribution and access to a labeling oracle that can provide a label for any of the unl...