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Jeroen Berrevoets

ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference

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Mar 16, 2024
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DAGnosis: Localized Identification of Data Inconsistencies using Structures

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Feb 28, 2024
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Learning continuous-valued treatment effects through representation balancing

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Sep 07, 2023
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Learning Representations without Compositional Assumptions

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May 31, 2023
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Causal Deep Learning

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Mar 03, 2023
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Navigating causal deep learning

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Dec 01, 2022
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Differentiable and Transportable Structure Learning

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Jun 13, 2022
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Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects

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Feb 25, 2022
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To Impute or not to Impute? -- Missing Data in Treatment Effect Estimation

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Feb 04, 2022
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Disentangled Counterfactual Recurrent Networks for Treatment Effect Inference over Time

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Dec 07, 2021
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