35 citations · 105 across the 7 of their papers we have counts for
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cs.LG2018★ 23 cited
Exploring Connections Between Active Learning and Model Extraction
Varun Chandrasekaran, Kamalika Chaudhuri, Irene Giacomelli +2
Machine learning is being increasingly used by individuals, research institutions, and corporations. This has resulted in the surge of Machine Learning-as-a-Service (MLaaS) - cloud…
cs.LG2018★ 16 cited
Active Learning with Logged Data
Songbai Yan, Kamalika Chaudhuri, Tara Javidi
We consider active learning with logged data, where labeled examples are drawn conditioned on a predetermined logging policy, and the goal is to learn a classifier on the entire po…