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David S. Watson

Bounding Causal Effects with Leaky Instruments

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Apr 05, 2024
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Explaining Predictive Uncertainty with Information Theoretic Shapley Values

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Jun 09, 2023
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Intervention Generalization: A View from Factor Graph Models

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Jun 06, 2023
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Conditional Feature Importance for Mixed Data

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Oct 06, 2022
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Smooth densities and generative modeling with unsupervised random forests

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May 19, 2022
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Rational Shapley Values

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Jun 18, 2021
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Operationalizing Complex Causes: A Pragmatic View of Mediation

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Jun 10, 2021
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Testing Conditional Predictive Independence in Supervised Learning Algorithms

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Jan 28, 2019
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