Jeroen Berrevoets
University of Cambridge
H-index: 10
Europe-United Kingdom
Top articles of Jeroen Berrevoets
DAGnosis: Localized Identification of Data Inconsistencies using Structures
arXiv preprint arXiv:2402.17599
2024/2/26
Jeroen Berrevoets
H-Index: 2
Nabeel Seedat
H-Index: 3
Jonathan Crabbé
H-Index: 1
Mihaela Van Der Schaar
H-Index: 42
ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference
Jeroen Berrevoets
H-Index: 2
Mihaela Van Der Schaar
H-Index: 42
Learning continuous-valued treatment effects through representation balancing
arXiv preprint arXiv:2309.03731
2023/9/7
Jeroen Berrevoets
H-Index: 2
Wouter Verbeke
H-Index: 17
NOFLITE: Learning to Predict Individual Treatment Effect Distributions
Transactions on Machine Learning Research (TMLR)
2023/7/23
Jeroen Berrevoets
H-Index: 2
Wouter Verbeke
H-Index: 17
Causal deep learning
arXiv preprint arXiv:2303.02186
2023/3/3
Jeroen Berrevoets
H-Index: 2
Mihaela Van Der Schaar
H-Index: 42
Hydalearn: Highly dynamic task weighting for multitask learning with auxiliary tasks
Applied Intelligence
2023/3
AllSim: Simulating and Benchmarking Resource Allocation Policies in Multi-User Systems
2023
Jeroen Berrevoets
H-Index: 2
Daniel Jarrett
H-Index: 5
Alex Chan
H-Index: 2
Mihaela Van Der Schaar
H-Index: 42
Learning Representations without Compositional Assumptions
2023/7/3
Jeroen Berrevoets
H-Index: 2
Mihaela Van Der Schaar
H-Index: 42
GOGGLE: Generative Modelling for Tabular Data by Learning Relational Structure
2023
Jeroen Berrevoets
H-Index: 2
Mihaela Van Der Schaar
H-Index: 42
Differentiable and Transportable Structure Learning
2023/7/3
Jeroen Berrevoets
H-Index: 2
Nabeel Seedat
H-Index: 3
Fergus Imrie
H-Index: 2
Mihaela Van Der Schaar
H-Index: 42
To Impute or not to Impute? Missing Data in Treatment Effect Estimation
2023/4/11
Jeroen Berrevoets
H-Index: 2
Fergus Imrie
H-Index: 2
Trent Kyono
H-Index: 5
James Jordon
H-Index: 10
Mihaela Van Der Schaar
H-Index: 42
Navigating causal deep learning
arXiv preprint arXiv:2212.00911
2022/12/1
Jeroen Berrevoets
H-Index: 2
Mihaela Van Der Schaar
H-Index: 42
Simulating Environments for Evaluating Scarce Resource Allocation Policies
2022/9/29
Jeroen Berrevoets
H-Index: 2
Alex Chan
H-Index: 2
Daniel Jarrett
H-Index: 5
Mihaela Van Der Schaar
H-Index: 42
Treatment effect optimisation in dynamic environments
Journal of Causal Inference
2022/5/31
Jeroen Berrevoets
H-Index: 2
Wouter Verbeke
H-Index: 17
Combining observational and randomized data for estimating heterogeneous treatment effects
arXiv preprint arXiv:2202.12891
2022/2/25
Identifiable Energy-based Representations: An Application to Estimating Heterogeneous Causal Effects
International Conference on Artificial Intelligence and Statistics (AISTATS)
2021/8/6
Disentangled counterfactual recurrent networks for treatment effect inference over time
arXiv preprint arXiv:2112.03811
2021/12/7
Jeroen Berrevoets
H-Index: 2
Alicia Curth
H-Index: 2
Ioana Bica
H-Index: 7
Eoin Mckinney
H-Index: 19
Mihaela Van Der Schaar
H-Index: 42
DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
Advances in Neural Information Processing Systems (NeurIPS)
2021/12/6
Jeroen Berrevoets
H-Index: 2
Mihaela Van Der Schaar
H-Index: 42
Learning Queueing Policies for Organ Transplantation Allocation using Interpretable Counterfactual Survival Analysis
2021/7/1
Jeroen Berrevoets
H-Index: 2
Ahmed Alaa
H-Index: 0
James Jordon
H-Index: 10
Mihaela Van Der Schaar
H-Index: 42
Why you should stop predicting customer churn and start using uplift models
Information Sciences
2019
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