3 citations · 3 across the 2 of their papers we have counts for
2 papers
stat.ML2015★ 3 cited
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 and an oracle returns the corresponding label . In this paper, we consider the effect of feature noise i…
cs.LG2015
Algorithmic Connections Between Active Learning and Stochastic Convex Optimization
Aaditya Ramdas, Aarti Singh
Interesting theoretical associations have been established by recent papers between the fields of active learning and stochastic convex optimization due to the common role of feedb…