Treatment effect optimisation in dynamic environments
Berrevoets, Jeroen, Verboven, Sam, Verbeke, Wouter
Published in Journal of causal inference (31.05.2022)
Published in Journal of causal inference (31.05.2022)
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Journal Article
Why you should stop predicting customer churn and start using uplift models
Devriendt, Floris, Berrevoets, Jeroen, Verbeke, Wouter
Published in Information sciences (16.02.2021)
Published in Information sciences (16.02.2021)
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Journal Article
Autoencoders for strategic decision support
Verboven, Sam, Berrevoets, Jeroen, Wuytens, Chris, Baesens, Bart, Verbeke, Wouter
Published in Decision Support Systems (01.11.2021)
Published in Decision Support Systems (01.11.2021)
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Journal Article
HydaLearn
Verboven, Sam, Chaudhary, Muhammad Hafeez, Berrevoets, Jeroen, Ginis, Vincent, Verbeke, Wouter
Published in Applied intelligence (Dordrecht, Netherlands) (01.03.2023)
Published in Applied intelligence (Dordrecht, Netherlands) (01.03.2023)
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Journal Article
Learning Representations without Compositional Assumptions
Liu, Tennison, Berrevoets, Jeroen, Qian, Zhaozhi, van der Schaar, Mihaela
Year of Publication 31.05.2023
Year of Publication 31.05.2023
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Journal Article
Causal Deep Learning
Berrevoets, Jeroen, Kacprzyk, Krzysztof, Qian, Zhaozhi, van der Schaar, Mihaela
Year of Publication 03.03.2023
Year of Publication 03.03.2023
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Journal Article
Navigating causal deep learning
Berrevoets, Jeroen, Kacprzyk, Krzysztof, Qian, Zhaozhi, van der Schaar, Mihaela
Year of Publication 01.12.2022
Year of Publication 01.12.2022
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Journal Article
ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference
Kacprzyk, Krzysztof, Holt, Samuel, Berrevoets, Jeroen, Qian, Zhaozhi, van der Schaar, Mihaela
Year of Publication 15.03.2024
Year of Publication 15.03.2024
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Journal Article
Differentiable and Transportable Structure Learning
Berrevoets, Jeroen, Seedat, Nabeel, Imrie, Fergus, van der Schaar, Mihaela
Year of Publication 13.06.2022
Year of Publication 13.06.2022
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Journal Article
DAGnosis: Localized Identification of Data Inconsistencies using Structures
Huynh, Nicolas, Berrevoets, Jeroen, Seedat, Nabeel, Crabbé, Jonathan, Qian, Zhaozhi, van der Schaar, Mihaela
Year of Publication 26.02.2024
Year of Publication 26.02.2024
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Journal Article
Using representation balancing to learn conditional-average dose responses from clustered data
Bockel-Rickermann, Christopher, Vanderschueren, Toon, Berrevoets, Jeroen, Verdonck, Tim, Verbeke, Wouter
Year of Publication 07.09.2023
Year of Publication 07.09.2023
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Journal Article
HydaLearn: Highly Dynamic Task Weighting for Multi-task Learning with Auxiliary Tasks
Verboven, Sam, Chaudhary, Muhammad Hafeez, Berrevoets, Jeroen, Verbeke, Wouter
Year of Publication 26.08.2020
Year of Publication 26.08.2020
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Journal Article
The foundations of cost-sensitive causal classification
Verbeke, Wouter, Olaya, Diego, Berrevoets, Jeroen, Verboven, Sam, Maldonado, Sebastián
Year of Publication 24.07.2020
Year of Publication 24.07.2020
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Journal Article
Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects
Hatt, Tobias, Berrevoets, Jeroen, Curth, Alicia, Feuerriegel, Stefan, van der Schaar, Mihaela
Year of Publication 25.02.2022
Year of Publication 25.02.2022
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Journal Article
To Impute or not to Impute? Missing Data in Treatment Effect Estimation
Berrevoets, Jeroen, Imrie, Fergus, Kyono, Trent, Jordon, James, van der Schaar, Mihaela
Year of Publication 04.02.2022
Year of Publication 04.02.2022
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Journal Article
Autoencoders for strategic decision support
Verboven, Sam, Berrevoets, Jeroen, Wuytens, Chris, Baesens, Bart, Verbeke, Wouter
Year of Publication 03.05.2020
Year of Publication 03.05.2020
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Journal Article