38 citations · 39 across the 2 of their papers we have counts for
3 papers
Treatment Targeting by AUUC Maximization with Generalization Guarantees
Artem Betlei, Eustache Diemert, Massih-Reza Amini
We consider the task of optimizing treatment assignment based on individual treatment effect prediction. This task is found in many applications such as personalized medicine or ta…
Individual Treatment Prescription Effect Estimation in a Low Compliance Setting
Thibaud Rahier, Amélie Héliou, Matthieu Martin +2
Individual Treatment Effect (ITE) estimation is an extensively researched problem, with applications in various domains. We model the case where there exists heterogeneous non-comp…
Attribution Modeling Increases Efficiency of Bidding in Display Advertising
Eustache Diemert, Julien Meynet, Pierre Galland +1
Predicting click and conversion probabilities when bidding on ad exchanges is at the core of the programmatic advertising industry. Two separated lines of previous works respective…