Berrevoets, Jeroen

17 publications

AISTATS 2025 Active Feature Acquisition for Personalised Treatment Assignment Julianna Piskorz, Nicolás Astorga, Jeroen Berrevoets, Mihaela Schaar

NeurIPS 2025 Causal Explanation-Guided Learning for Organ Allocation Alessandro Marchese, Jeroen Berrevoets, Sam Verboven

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

AISTATS 2024 DAGnosis: Localized Identification of Data Inconsistencies Using Structures Nicolas Huynh, Jeroen Berrevoets, Nabeel Seedat, Jonathan Crabbé, Zhaozhi Qian, Mihaela Schaar

NeurIPSW 2024 Improving Causal Transplant Outcomes Through Dynamic Organ Offer Estimation Alessandro Marchese, Hans de Ferrante, Jeroen Berrevoets, Sam Verboven

ICLR 2024 ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference Krzysztof Kacprzyk, Samuel Holt, Jeroen Berrevoets, Zhaozhi Qian, Mihaela van der Schaar

NeurIPS 2023 AllSim: Simulating and Benchmarking Resource Allocation Policies in Multi-User Systems Jeroen Berrevoets, Daniel Jarrett, Alex Chan, Mihaela van der Schaar

ICML 2023 Differentiable and Transportable Structure Learning Jeroen Berrevoets, Nabeel Seedat, Fergus Imrie, Mihaela Van Der Schaar

ICLR 2023 GOGGLE: Generative Modelling for Tabular Data by Learning Relational Structure Tennison Liu, Zhaozhi Qian, Jeroen Berrevoets, Mihaela van der Schaar

ICML 2023 Learning Representations Without Compositional Assumptions Tennison Liu, Jeroen Berrevoets, Zhaozhi Qian, Mihaela Van Der Schaar

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

AISTATS 2023 To Impute or Not to Impute? Missing Data in Treatment Effect Estimation Jeroen Berrevoets, Fergus Imrie, Trent Kyono, James Jordon, Mihaela Schaar

AISTATS 2022 Identifiable Energy-Based Representations: An Application to Estimating Heterogeneous Causal Effects Yao Zhang, Jeroen Berrevoets, Mihaela Van Der Schaar

NeurIPS 2021 DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks Boris van Breugel, Trent Kyono, Jeroen Berrevoets, Mihaela van der Schaar

ICML 2021 Learning Queueing Policies for Organ Transplantation Allocation Using Interpretable Counterfactual Survival Analysis Jeroen Berrevoets, Ahmed Alaa, Zhaozhi Qian, James Jordon, Alexander E. S. Gimson, Mihaela Schaar

NeurIPS 2020 OrganITE: Optimal Transplant Donor Organ Offering Using an Individual Treatment Effect Jeroen Berrevoets, James Jordon, Ioana Bica, Alexander Gimson, Mihaela van der Schaar