3 citations · 3 across the 1 of their papers we have counts for
2 papers
math.OC2021★ 3 cited
About evaluation metrics for contextual uplift modeling
Christophe Renaudin, Matthieu Martin
In this tech report we discuss the evaluation problem of contextual uplift modeling from the causal inference point of view. More particularly, we instantiate the individual treatm…
stat.ML2020
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…