Vanderschueren, Toon

5 publications

ICML 2025 AutoCATE: End-to-End, Automated Treatment Effect Estimation Toon Vanderschueren, Tim Verdonck, Mihaela Van Der Schaar, Wouter Verbeke

TMLR 2025 Using Representation Balancing to Learn Conditional-Average Dose Responses from Clustered Data Christopher Bockel-Rickermann, Toon Vanderschueren, Jeroen Berrevoets, Tim Verdonck, Wouter Verbeke

ICML 2023 Accounting for Informative Sampling When Learning to Forecast Treatment Outcomes over Time Toon Vanderschueren, Alicia Curth, Wouter Verbeke, Mihaela Van Der Schaar

TMLR 2023 NOFLITE: Learning to Predict Individual Treatment Effect Distributions Toon Vanderschueren, Jeroen Berrevoets, Wouter Verbeke

ICMLW 2022 Optimizing Maintenance by Learning Individual Treatment Effects Toon Vanderschueren, Robert Boute, Tim Verdonck, Bart Baesens, Wouter Verbeke