304 citations · 428 across the 8 of their papers we have counts for
3 papers · 1 filter
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…
Context-Aware Proactive Content Caching with Service Differentiation in Wireless Networks
Sabrina Müller, Onur Atan, Mihaela van der Schaar +1
Content caching in small base stations or wireless infostations is considered to be a suitable approach to improve the efficiency in wireless content delivery. Placing the optimal…
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…