Théo Verhelst

11 papers B 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Identifying counterfactual probabilities using bivariate distributions and uplift modeling.
CoRR
Théo Verhelst, Gianluca Bontempi
2025 J jnl
Probability of collision in nonlinear dynamics by moment propagation.
CoRR
Théo Verhelst, Giacomo Acciarini, Dario Izzo, Francesco Biscani
2024 J jnl
Partial counterfactual identification and uplift modeling: theoretical results and real-world assessment.
Mach. Learn.
Théo Verhelst, Denis Mercier, Jeevan Shrestha, Gianluca Bontempi
2023 — conf
A Churn Prediction Dataset from the Telecom Sector: A New Benchmark for Uplift Modeling.
PKDD/ECML Workshops (4)
Théo Verhelst, Denis Mercier, Jeevan Shrestha, Gianluca Bontempi
2023 J jnl
A churn prediction dataset from the telecom sector: a new benchmark for uplift modeling.
CoRR
Théo Verhelst, Denis Mercier, Jeevan Shrestha, Gianluca Bontempi
2023 J jnl
Uplift vs. predictive modeling: a theoretical analysis.
CoRR
Théo Verhelst, Robin Petit, Wouter Verbeke, Gianluca Bontempi
2022 J jnl
Partial counterfactual identification and uplift modeling: theoretical results and real-world assessment.
CoRR
Théo Verhelst, Denis Mercier, Jeevan Shrestha, Gianluca Bontempi
2021 B conf
Predicting Reach to Find Persuadable Customers: Improving Uplift Models for Churn Prevention.
DS
Théo Verhelst, Jeevan Shrestha, Denis Mercier, Jean-Christophe Dewitte, Gianluca Bontempi
2021 J jnl
Transfer Learning Strategies for Credit Card Fraud Detection.
IEEE Access
Bertrand Lebichot, Théo Verhelst, Yann-Aël Le Borgne, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi
2019 — conf
Understanding Telecom Customer Churn with Machine Learning: From Prediction to Causal Inference.
BNAIC/BENELEARN
Théo Verhelst, Olivier Caelen, Jean-Christophe Dewitte, Bertrand Lebichot, Gianluca Bontempi
2019 — conf
Understanding Telecom Customer Churn with Machine Learning: From Prediction to Causal Inference.
BNAIC/BENELEARN (Selected Papers)
Théo Verhelst, Olivier Caelen, Jean-Christophe Dewitte, Bertrand Lebichot, Gianluca Bontempi