A large scale benchmark for individual treatment effect prediction and uplift modeling
Individual Treatment Effect (ITE) prediction is an important area of research in machine
learning which aims at explaining and estimating the causal impact of an action at the …
learning which aims at explaining and estimating the causal impact of an action at the …
Differentially Private Individual Treatment Effect Estimation from Aggregated Data
Individual Treatment Effect (ITE) estimation has become one of the main trends in Causal
Inference due to its applications in various areas where personalization is key. In order to …
Inference due to its applications in various areas where personalization is key. In order to …
Uplift Modeling for Online Advertising
A Betlei - 2021 - theses.hal.science
Uplift modeling is a machine learning-based technique for treatment effect prediction at the
individual level, which has become one of the main trends in application areas where …
individual level, which has become one of the main trends in application areas where …