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Author

Jeroen Berrevoets

Observed names: Berrevoets, Jeroen, J. Berrevoets
ORCID: 0000-0002-0396-5655
Observed ORCID: 0000-0002-0396-5655
OpenAlex ID: A5079318903
Why you should stop predicting customer churn and start using uplift models
2019 · Floris Devriendt, Jeroen Berrevoets, et al. · Information Sciences · 107
Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects
2022 · Hatt, Tobias, Berrevoets, Jeroen, et al. · arXiv (Cornell University) · 43
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Causal Deep Learning: Encouraging Impact on Real-world Problems Through Causality
2024 · Jeroen Berrevoets, Krzysztof Kacprzyk, et al. · Foundations and Trends® in Signal Processing · 42
DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
2021 · van Breugel, Boris, Kyono, Trent, et al. · arXiv (Cornell University) · 42
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Disentangled Counterfactual Recurrent Networks for Treatment Effect Inference over Time
2021 · Berrevoets, Jeroen, Curth, Alicia, et al. · arXiv (Cornell University) · 17
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Autoencoders for strategic decision support
2020 · Sam Verboven, Jeroen Berrevoets, et al. · Decision Support Systems · 16
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OrganITE: Optimal transplant donor organ offering using an individual treatment effect
2020 · Jeroen Berrevoets, James Jordon, et al. · Lirias · 14
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The foundations of cost-sensitive causal classification
2020 · Verbeke, Wouter, Olaya, Diego, et al. · arXiv (Cornell University) · 12
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To Impute or not to Impute? Missing Data in Treatment Effect Estimation
2022 · Berrevoets, Jeroen, Imrie, Fergus, et al. · arXiv (Cornell University) · 10
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ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference
2024 · Kacprzyk, Krzysztof, Holt, Samuel, et al. · arXiv (Cornell University) · 9
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HydaLearn
2022 · Sam Verboven, Muhammad Hafeez Chaudhary, et al. · Applied Intelligence · 8
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Optimizing treatment allocation in the presence of interference
2025 · Daan Caljon, Jente Van Belle, et al. · European Journal of Operational Research · 7
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Treatment effect optimisation in dynamic environments
2022 · Jeroen Berrevoets, Sam Verboven, et al. · Journal of Causal Inference · 6
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Optimising Individual-Treatment-Effect Using Bandits
2019 · Berrevoets, Jeroen, Verboven, Sam, et al. · arXiv (Cornell University) · 5
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Using representation balancing to learn conditional-average dose responses from clustered data
2023 · Bockel-Rickermann, Christopher, Vanderschueren, Toon, et al. · arXiv (Cornell University) · 4
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Causal multi-modal AI for personalized chemosensitivity prediction
2026 · Biswas, Dhruva, Berrevoets, Jeroen, et al. · arXiv (Cornell University) · 3
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Differentiable and Transportable Structure Learning
2022 · Berrevoets, Jeroen, Seedat, Nabeel, et al. · arXiv (Cornell University) · 3
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An AI Model Identifies Chemotherapy Benefit in Node-Negative HR+/HER2-Breast Cancer Patients from TAILORx, a Phase 3 Randomized Clinical Trial
2026 · Nancy Chan, Cerise Tang, et al. · medRxiv · 1
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DAGnosis: Localized Identification of Data Inconsistencies using Structures
2024 · Huynh, Nicolas, Berrevoets, Jeroen, et al. · arXiv (Cornell University) · 1
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Causal Deep Learning: Encouraging Impact on Real-world Problems Through Causality
2024 · Jeroen Berrevoets, Krzysztof Kacprzyk, et al. · 1
Navigating causal deep learning
2022 · Berrevoets, Jeroen, Kacprzyk, Krzysztof, et al. · arXiv (Cornell University) · 1
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Causal Simulations for Uplift Modeling
2019 · Berrevoets, Jeroen, Verbeke, Wouter · arXiv (Cornell University) · 1
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AI-based prognosis and chemotherapy benefit in node-positive, HR+ breast cancer: a blinded external validation on SWOG-8814 trial
2026 · Alastair M. Thompson, Allison Meisner, et al. · medRxiv
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Uncovering the heterogeneous effect of inhaled corticosteroids on COPD exacerbations with causal machine learning
2026 · Helene Huts, Kenneth Verstraete, et al. · Respiratory Research
Estimating individual benefit from adjuvant chemotherapy in hormone receptor–positive breast cancer using causal multimodal artificial intelligence.
2026 · Frederick Howard, Jad M. Abdelsattar, et al. · Journal of Clinical Oncology
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Works count: 36
Citation count: 358
H-index: 9
I10-index: 9
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