Jeroen Berrevoets
Jeroen Berrevoets
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Why you should stop predicting customer churn and start using uplift models
F Devriendt, J Berrevoets, W Verbeke
Information Sciences, 2021
OrganITE: Optimal transplant donor organ offering using an individual treatment effect
J Berrevoets, J Jordon, I Bica, A Gimson, M van der Schaar
Neural Information Processing Systems (NeurIPS), 2020
DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
B van Breugel*, T Kyono*, J Berrevoets, M van der Schaar
Neural Information Processing Systems (NeurIPS), 2021
Combining observational and randomized data for estimating heterogeneous treatment effects
T Hatt, J Berrevoets, A Curth, S Feuerriegel, M van der Schaar
arXiv preprint arXiv:2202.12891, 2022
The foundations of cost-sensitive causal classification
W Verbeke, D Olaya, J Berrevoets, S Verboven, S Maldonado
arXiv preprint arXiv:2007.12582, 2020
Autoencoders for strategic decision support
S Verboven, J Berrevoets, C Wuytens, B Baesens, W Verbeke
Decision Support Systems, 2020
Learning Queueing Policies for Organ Transplantation Allocation using Interpretable Counterfactual Survival Analysis
J Berrevoets, A Alaa, Z Qian, J Jordon, AES Gimson, M Van Der Schaar
International Conference on Machine Learning (ICML), 2021
Optimising Individual-Treatment-Effect Using Bandits
J Berrevoets, S Verboven, W Verbeke
CausalML Workshop at Neural Information Processing Systems, 2019
Identifiable Energy-based Representations: An Application to Estimating Heterogeneous Causal Effects
Y Zhang*, J Berrevoets*, M van der Schaar
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Disentangled counterfactual recurrent networks for treatment effect inference over time
J Berrevoets, A Curth, I Bica, E McKinney, M van der Schaar
arXiv preprint arXiv:2112.03811, 2021
Causal Simulations for Uplift Modeling
J Berrevoets, W Verbeke
arXiv preprint arXiv:1902.00287, 2019
HydaLearn: Highly Dynamic Task Weighting for Multitask Learning with Auxiliary Tasks
S Verboven, MH Chaudhary, J Berrevoets, V Ginis, W Verbeke
Applied Intelligence, 1-15, 2022
Treatment effect optimisation in dynamic environments
J Berrevoets, S Verboven, W Verbeke
Journal of Causal Inference 10 (1), 106-122, 2022
Navigating causal deep learning
J Berrevoets, K Kacprzyk, Z Qian, M van der Schaar
arXiv preprint arXiv:2212.00911, 2022
Differentiable and Transportable Structure Learning
J Berrevoets, N Seedat, F Imrie, M van der Schaar
arXiv preprint arXiv:2206.06354, 2022
To Impute or not to Impute? Missing Data in Treatment Effect Estimation
J Berrevoets, F Imrie, T Kyono, J Jordon, M van der Schaar
arXiv preprint arXiv:2202.02096, 2022
Simulating Environments for Evaluating Scarce Resource Allocation Policies
J Berrevoets, A Chan, D Jarrett, M van der Schaar
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