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Elias Bareinboim

Columbia University

Partial Transportability for Domain Generalization

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Mar 30, 2025
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Causally Aligned Curriculum Learning

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Mar 21, 2025
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Counterfactual Realizability

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Mar 14, 2025
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An Algorithmic Approach for Causal Health Equity: A Look at Race Differentials in Intensive Care Unit (ICU) Outcomes

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Jan 09, 2025
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Testing Causal Models with Hidden Variables in Polynomial Delay via Conditional Independencies

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Sep 22, 2024
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Fairness-Accuracy Trade-Offs: A Causal Perspective

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May 24, 2024
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Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making

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May 24, 2024
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Neural Causal Abstractions

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Jan 05, 2024
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A Causal Framework for Decomposing Spurious Variations

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Jun 08, 2023
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Causal Fairness for Outcome Control

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Jun 08, 2023
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