Jeroen Berrevoets
13 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (13)
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Renaissance Researcher
(7)
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Taxonomy Completionist
(21)
π
Interdisciplinary Bridge
π
Triple Crown
π€
Dynamic Duo
(13)
β
The Questioner
β‘
Prolific Year
(5)
π₯
Unstoppable
(6)
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Century Club
(13)
Conferences
AISTATS (5)
ICML (3)
NIPS (3)
ICLR (2)
Top co-authors
Keywords
representation learning
(2)
treatment effect
(2)
organ transplantation
(2)
directed acyclic graph
(2)
resource allocation
(2)
causal inference
(2)
causal discovery
(1)
causal effect estimation
(1)
policy learning
(1)
statistical independence
(1)
multi-view learning
(1)
causal structure
(1)
survival analysis
(1)
differentiable programming
(1)
unsupervised representation learning
(1)
energy-based model
(1)
differentiable optimization
(1)
counterfactual reasoning
(1)
tabular datum
(1)
data imputation
(1)
Papers
Differentiable Causal Structure Learning with Identifiability by NOTIME
AISTATS 2025
Active Feature Acquisition for Personalised Treatment Assignment
AISTATS 2025
ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference
ICLR 2024
DAGnosis: Localized Identification of Data Inconsistencies using Structures
AISTATS 2024
Learning Representations without Compositional Assumptions
ICML 2023
AllSim: Simulating and Benchmarking Resource Allocation Policies in Multi-User Systems
NIPS 2023
To Impute or not to Impute? Missing Data in Treatment Effect Estimation
AISTATS 2023
GOGGLE: Generative Modelling for Tabular Data by Learning Relational Structure
ICLR 2023
Differentiable and Transportable Structure Learning
ICML 2023
Identifiable Energy-based Representations: An Application to Estimating Heterogeneous Causal Effects
AISTATS 2022
DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
NIPS 2021
Learning Queueing Policies for Organ Transplantation Allocation using Interpretable Counterfactual Survival Analysis
ICML 2021
OrganITE: Optimal transplant donor organ offering using an individual treatment effect
NIPS 2020