5 citations · 7 across the 4 of their papers we have counts for
5 papers
Distilled ChatGPT Topic & Sentiment Modeling with Applications in Finance
Olivier Gandouet, Mouloud Belbahri, Armelle Jezequel +1
In this study, ChatGPT is utilized to create streamlined models that generate easily interpretable features. These features are then used to evaluate financial outcomes from earnin…
A Twin Neural Model for Uplift
Mouloud Belbahri, Olivier Gandouet, Alejandro Murua +1
Uplift is a particular case of conditional treatment effect modeling. Such models deal with cause-and-effect inference for a specific factor, such as a marketing intervention or a…
Adapting Neural Networks for Uplift Models
Belbahri Mouloud, Gandouet Olivier, Kazma Ghaith
Uplift is a particular case of individual treatment effect modeling. Such models deal with cause-and-effect inference for a specific factor, such as a marketing intervention. In pr…
Qini-based Uplift Regression
Mouloud Belbahri, Alejandro Murua, Olivier Gandouet +1
Uplift models provide a solution to the problem of isolating the marketing effect of a campaign. For customer churn reduction, uplift models are used to identify the customers who…
Uplift Regression: The R Package tools4uplift
Mouloud Belbahri, Alejandro Murua, Olivier Gandouet +1
Uplift modeling aims at predicting the causal effect of an action such as a medical treatment or a marketing campaign on a particular individual, by taking into consideration the r…