304 citations · 1.6k across the 183 of their papers we have counts for
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stat.ML2016
Constructing Effective Personalized Policies Using Counterfactual Inference from Biased Data Sets with Many Features
Onur Atan, William R. Zame, Qiaojun Feng +1
This paper proposes a novel approach for constructing effective personalized policies when the observed data lacks counter-factual information, is biased and possesses many feature…
stat.ML2016
Data-Driven Online Decision Making with Costly Information Acquisition
Onur Atan, Mihaela van der Schaar
In most real-world settings such as recommender systems, finance, and healthcare, collecting useful information is costly and requires an active choice on the part of the decision…