Counterfactual Risk Minimization (CRM) is a framework for dealing with t...
In this paper, we tackle the computational efficiency of kernelized UCB
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Designing data sharing mechanisms providing performance and strong priva...
Individual Treatment Effect (ITE) prediction is an important area of res...
We consider the task of optimizing treatment assignment based on individ...
Individual Treatment Effect (ITE) estimation is an extensively researche...
Counterfactual reasoning from logged data has become increasingly import...
Predicting click and conversion probabilities when bidding on ad exchang...