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Alexis Bellot

Evaluating the Goal-Directedness of Large Language Models

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Apr 16, 2025
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Partial Transportability for Domain Generalization

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Mar 30, 2025
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Mind the Graph When Balancing Data for Fairness or Robustness

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Jun 25, 2024
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FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch

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Jun 07, 2024
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Towards Bounding Causal Effects under Markov Equivalence

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Nov 13, 2023
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Functional Causal Bayesian Optimization

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Jun 10, 2023
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Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations

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Jun 16, 2022
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Generalization bounds and algorithms for estimating conditional average treatment effect of dosage

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May 29, 2022
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MIRACLE: Causally-Aware Imputation via Learning Missing Data Mechanisms

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Nov 04, 2021
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Consistency of mechanistic causal discovery in continuous-time using Neural ODEs

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May 06, 2021
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