Verdonck, Tim

7 publications

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

AISTATS 2025 Causal Discovery in Mixed Additive Noise Models Ruicong Yao, Tim Verdonck, Jakob Raymaekers

AISTATS 2025 Differentiable Causal Structure Learning with Identifiability by NOTIME Jeroen Berrevoets, Jakob Raymaekers, Mihaela Schaar, Tim Verdonck, Ruicong Yao

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

MLJ 2024 Fast Linear Model Trees by PILOT Jakob Raymaekers, Peter J. Rousseeuw, Tim Verdonck, Ruicong Yao

MLJ 2024 Special Issue on Feature Engineering Editorial Tim Verdonck, Bart Baesens, María Óskarsdóttir, Seppe vanden Broucke

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