An Analysis of Active Learning With Uniform Feature Noise

Aaditya Ramdas, Barnabas Poczos, Aarti Singh +1

In active learning, the user sequentially chooses values for feature $X$ and an oracle returns the corresponding label $Y$. In this paper, we consider the effect of feature noise i…