21 citations · 43 across the 10 of their papers we have counts for
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math.ST2015★ 21 cited
Adaptivity and Computation-Statistics Tradeoffs for Kernel and Distance based High Dimensional Two Sample Testing
Aaditya Ramdas, Sashank J. Reddi, Barnabas Poczos +2
Nonparametric two sample testing is a decision theoretic problem that involves identifying differences between two random variables without making parametric assumptions about thei…
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…