Toon Vanderschueren

15 papers A* 2Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
AutoCATE: End-to-End, Automated Treatment Effect Estimation.
ICML
Toon Vanderschueren, Tim Verdonck, Mihaela van der Schaar, Wouter Verbeke
2025 J jnl
Using representation balancing to learn conditional-average dose responses from clustered data.
Trans. Mach. Learn. Res.
Christopher Bockel-Rickermann, Toon Vanderschueren, Jeroen Berrevoets, Tim Verdonck, Wouter Verbeke
2024 J jnl
A new perspective on classification: Optimally allocating limited resources to uncertain tasks.
Decis. Support Syst.
Toon Vanderschueren, Bart Baesens, Tim Verdonck, Wouter Verbeke
2024 J jnl
Metalearners for Ranking Treatment Effects.
CoRR
Toon Vanderschueren, Wouter Verbeke, Felipe Moraes, Hugo Manuel Proença
2024 J jnl
Network Analytics for Anti-Money Laundering - A Systematic Literature Review and Experimental Evaluation.
CoRR
Bruno Deprez, Toon Vanderschueren, Bart Baesens, Tim Verdonck, Wouter Verbeke
2024 J jnl
Sources of Gain: Decomposing Performance in Conditional Average Dose Response Estimation.
CoRR
Christopher Bockel-Rickermann, Toon Vanderschueren, Tim Verdonck, Wouter Verbeke
2023 A* conf
Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time.
ICML
Toon Vanderschueren, Alicia Curth, Wouter Verbeke, Mihaela van der Schaar
2023 J jnl
Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time.
CoRR
Toon Vanderschueren, Alicia Curth, Wouter Verbeke, Mihaela van der Schaar
2023 J jnl
Learning continuous-valued treatment effects through representation balancing.
CoRR
Christopher Bockel-Rickermann, Toon Vanderschueren, Jeroen Berrevoets, Tim Verdonck, Wouter Verbeke
2023 J jnl
NOFLITE: Learning to Predict Individual Treatment Effect Distributions.
Trans. Mach. Learn. Res.
Toon Vanderschueren, Jeroen Berrevoets, Wouter Verbeke
2023 J jnl
Robust instance-dependent cost-sensitive classification.
Adv. Data Anal. Classif.
Simon De Vos, Toon Vanderschueren, Tim Verdonck, Wouter Verbeke
2022 J jnl
A new perspective on classification: optimally allocating limited resources to uncertain tasks.
CoRR
Toon Vanderschueren, Bart Baesens, Tim Verdonck, Wouter Verbeke
2022 — conf
Instance-dependent cost-sensitive learning: do we really need it?
HICSS
Toon Vanderschueren, Wouter Verbeke, Bart Baesens, Tim Verdonck
2022 J jnl
Predict-then-optimize or predict-and-optimize? An empirical evaluation of cost-sensitive learning strategies.
Inf. Sci.
Toon Vanderschueren, Tim Verdonck, Bart Baesens, Wouter Verbeke
2022 J jnl
Prescriptive maintenance with causal machine learning.
CoRR
Toon Vanderschueren, Robert N. Boute, Tim Verdonck, Bart Baesens, Wouter Verbeke